Servers that expose tools, resources and prompts to any MCP client.
Autonomous data infrastructure that turns strategic objectives into verified datasets and live intelligence streams.
MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Fully REMOTE! Just use.
It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor.
Alpha TypeScript MCP server run locally via npx that exposes Adyen Checkout and Management APIs (sessions, payment links, refunds, terminals, webhooks) as LLM tools.
Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP).
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP.
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes.
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases.
Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services.
Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol.
Alibaba Cloud MCP server for ECS, monitoring, OSS and other cloud operations.
Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform.
Alpaca MCP server for market data, account information and trading through the Alpaca API.
Official MCP server for Alpha Vantage market data: stock prices, technical indicators, fundamentals, forex, crypto, commodities and economic indicators; OAuth or API key.
Community MCP server integrating the Amadeus Flight Offers Search API for natural-language flight search.
AWS MCP server for deploying and troubleshooting containerised workloads on Amazon ECS.
AWS MCP server for managing and troubleshooting Kubernetes clusters on Amazon EKS.
Remote MCP server that lets agents query dashboards, charts and experiments, run segmentation, funnel and retention analyses, and manage cohorts, flags and tracking plans.
AniList MCP server for accessing anime and manga data.
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.
One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.
MCP Server For Apache Doris, an MPP-based real-time data warehouse.
Apify MCP server that lets agents discover and run Apify Actors for scraping, crawling and data extraction.
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites).
Apollo.io's hosted MCP server for prospecting people and companies, enriching contacts, querying sales analytics and loading leads into sequences; OAuth over streamable HTTP.
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS.
Local MCP server for reading arXiv papers section by section, exporting BibTeX citations and monitoring research topics.
Asana-hosted remote MCP server for working with tasks, projects and workspace data from AI agents.
MCP server for interacting with the Aseprite API.
Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools.
Connect MCP clients to work and documentation in Jira, Confluence and related Atlassian products.
Attio's hosted MCP server giving AI tools OAuth access to CRM records, lists, notes, tasks and pipelines; reads run automatically and writes ask for confirmation.
MCP server that lets AI assistants fetch content from authenticated web pages.
Auth0 MCP server for managing applications, APIs, actions and logs in an Auth0 tenant.
Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.
Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization.
AWS Labs collection of MCP servers for AWS documentation, infrastructure, cost analysis and service-specific workflows.
Microsoft MCP server for Azure DevOps projects, work items, repositories, builds and pipelines.
Bringing the bankless onchain API to MCP.
USDC-gated Base JSON-RPC: free 10 req/min, $0.50 per 10k. Failover, cache, /mcp, ledger.
Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis.
Zero-sidecar MCP server inside the Godot editor. AI agents (Claude Code, Cursor) inspect, author, run and SEE your game. GDScript + C#, validate-before-write, no Node.js. Godot 4.2+.
A secure low code deception runtime framework, leveraging AI for System Virtualization.
The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0.
Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.
BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol.
Bilibili video search MCP (Model Context Protocol) service - MCP.
A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
BioMCP: Biomedical Model Context Protocol.
MCP (Model Context Protocol) server for biothings.
Provides AI assistants secure access to Bitwarden password manager functionality via the Model Context Protocol.
Community MCP server that connects Blender to AI clients for scene inspection and 3D content creation.
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
Box remote MCP server that securely connects agents to enterprise content, search and metadata in Box.
Search the web and retrieve image, video and related results through Brave Search.
Remote MCP server that lets AI tools read aggregated Braze campaign and Canvas analytics, segments and custom attributes and create content; permissions mirror the dashboard user.
Beta MCP server that lets assistants manage Brex expenses, look up users, check cards, review banking transactions and track bills under each user's permissions.
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, rosters, syllabus & course content via Claude, ChatGPT, Cursor, Windsurf, or any MCP client.
MCP server paired with a browser extension that enables AI agents to control the user's browser.
Drive your real, logged-in Chrome from any AI agent (Claude Code, Codex, Cursor, VS Code) — works where headless dies.
Browse the web, directly from Cursor etc.
A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP).
Flag features, manage company data, and control feature access using Bucket.
MCP server for build123d to improve AI cognition when creating 3D CAD models.
Buildkite MCP server for pipelines, builds, jobs, logs and test data.
The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware / driver / protocol.
Search campgrounds around the world on campertunity, check availability, and provide booking links.
Secure runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
<img height="20" width="20" src=" align="center"/> MCP Server that connects AI Agents to Carbon Voice.
Exposes Cartesia's text-to-speech, speech-to-text and voice management APIs through MCP for use with AI agents and code editors.
Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and browser agents.
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
MCP server for spatial transcriptomics analysis through natural language interfaces.
MCP server over ChEMBL to link compounds to protein targets, rank bioactivity (IC50/Ki/EC50) and look up drug mechanisms and indications.
A Model Context Protocol server for Chess.com's Published Data API.
Chroma-maintained MCP server for creating collections, adding documents and running vector queries.
Expose Chrome DevTools capabilities to coding agents.
MCP server integrating Claude with Cinema 4D for prompt-assisted 3D manipulation.
Inspect CircleCI projects, workflows, jobs, logs, tests and build artifacts.
AI-powered SEO content automation agent skill — trend scouting, competitor analysis, article generation in 55 languages, social media adaptations, and cron-based sessions.
MCP server for searching and retrieving Scientific Agent Skills using vector search.
The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases.
ClickHouse MCP server for running SQL, listing databases and exploring tables.
CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
Official Close CRM MCP server with read, write-safe and write-destructive scopes selected via a header; supports OAuth 2.0 or API keys over streamable HTTP.
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Access Cloudflare documentation and services through a collection of remote MCP endpoints.
Official Cloudinary MCP servers for asset management, uploads and media transformations.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Coding agent with basic read, write and command line tools.
Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.
Public remote MCP server with 76+ tools for crypto prices, historical charts, DeFi pools, NFT collections, exchange tickers and trending coins; Pro server accepts your own API key.
Official remote MCP server with 12 tools for crypto market quotes, technical analysis, on-chain metrics, global market overview, narratives and news; API key or x402 pay-per-call.
MCP Server connecting to Perplexity Comet browser.
Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet.
MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows.
MCP server and agent toolkit for commercetools Composable Commerce; exposes products, carts, quotes and other resources with read-only or full-access tool sets. Early access.
Cross-harness communication and shared work-state for Claude Code, Codex, Cursor, Gemini CLI, and Grok Build.
Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.
Remote MCP server for Constructor's product discovery platform; gives editors and assistants documentation search, API access and code generation help for Constructor integrations.
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
Contentful MCP server for entries, content types, assets and space management.
Retrieve current library documentation for coding assistants.
Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot.
The open-source reactive database for app developers.
MCP server included in the Convex CLI so agents can inspect tables, run functions and query a Convex deployment.
Cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls.
Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella.
Crawlbase MCP Server connects AI agents and LLMs with real-time web data.
Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
MCP server exposing a subset of the Crisp REST API so agents can read workspace data, manage the inbox and CRM, change conversation states and send messages.
An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.
Enable AI Agents to fix Playwright test failures reported to Currents.
Remote OAuth MCP server exposing Customer.io Journeys and Data Pipelines APIs through separate read, write and delete tools plus task-specific skills.
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning.
Read-only remote MCP server for Daloopa fundamentals: discover companies, search metrics, retrieve financial data, filings and transcripts, and get stock prices; OAuth.
Dart AI Model Context Protocol (MCP) server.
MCP server (stdio, HTTP or CLI) that lets agents browse DataForSEO API docs and make authenticated calls for SERP, keyword, backlink and on-page data; public remote server available.
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface.
MCP server integration for DaVinci Resolve Studio.
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention.
dbt Labs MCP server that exposes dbt project metadata, semantic layer queries and CLI commands.
Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms.
The Decodo MCP server which enables MCP clients to interface with services.
Official Deepgram MCP server giving AI editors access to Deepgram speech, transcription and audio-intelligence tools; the tool list is fetched from Deepgram's API at runtime.
The Octagon Deep Research MCP server provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities.
DexPaprika MCP server for real-time crypto token data, DEX trading activity, and DeFi analytics across multiple blockchains.
DigitalOcean MCP server for App Platform, Droplets, databases and other cloud resources.
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with real-world visual perception through image object detection, localization, and captioning APIs.
MCP server to interact with the Discogs API.
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
Docker gateway that runs containerised MCP servers and exposes them to clients through one endpoint.
Code Mode MCP server exposing a docs-search tool and a sandboxed TypeScript execution tool over the Dodo Payments SDK for payments, subscriptions, customers and licenses.
Browse the web using filesystem commands (ls, cd, grep, click). 38 MCP tools map Chrome's Accessibility Tree to a virtual filesystem via a Chrome Extension.
The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
Official MCP server giving agents structured access to Dune onchain analytics: discover datasets, create and run SQL queries, inspect results and build dashboards.
Dynatrace MCP server for observability data, problems, logs and queries from agents.
Unofficial local MCP server exposing eBay Sell APIs (inventory, fulfillment, marketing, analytics) to assistants over stdio or HTTP; not affiliated with eBay.
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
An MCP service designed for deploying HTML content to EdgeOne Makers and obtaining an accessible public URL.
The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).
Elastic-maintained MCP server for exploring indices and running queries against Elasticsearch clusters.
Hosted MCP server that connects an ElevenLabs workspace to AI assistants: create and manage voice agents, generate speech, music, images and video, and estimate usage. OAuth, no local install.
Write and preview emails from your assistant. Renders markdown into email-safe HTML that holds up in Outlook and Gmail, lints drafts for deliverability problems, and returns a live preview link.
MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis.
The External memory of our physical world.
Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.
MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments.
Official MCP server exposing 72 read-only tools for stock market data, fundamentals, technical analysis and macro indicators, hosted (API key or OAuth 2.1) or self-hosted.
Contract and template management for drafting, reviewing, and sending binding contracts.
Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
MCP server that provides LLMs with tools for interacting with EVM networks.
Provide web search, crawling and coding context to MCP clients.
MCP server to extract image metadata (EXIF, XMP, etc).
MCP server for Expedia's Travel Recommendation Service API (hotels, flights, activities, cars) supporting stdio and streamable HTTP.
Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI.
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.
MCP server for Fal.ai - Generate images, videos, music and audio with Claude.
MCP server that integrates AI agents with CrowdStrike Falcon for automated security analysis and threat hunting.
An MCP server for real-time Fantasy Premier League data and analysis tools.
MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut detection, markers, roles, transcript-based editing. Published on PyPI as fcp-mcp-server.
Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, concat and other.
FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
Perform queries and entity operations in your Fibery workspace.
Make Figma design context available to AI coding workflows.
Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.
Python MCP server for the Financial Datasets API that returns income statements, balance sheets, cash flows, stock prices, company news and crypto data to assistants.
MCP server for searching flights through the Duffel API, supporting one-way, round-trip and multi-city itineraries.
MCP server in the Firebase CLI for Firestore, Authentication, Hosting and other Firebase services.
Search and extract web content through MCP.
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol.
Flexpa MCP server that lets assistants search and validate health-insurance and healthcare-provider FHIR endpoints programmatically, without authentication.
Official MCP server for the Flightradar24 API providing real-time and historical flight, aircraft and airport data.
AI-native framework for building trading systems with polyglot bindings.
AI-powered FL Studio control via the Model Context Protocol. Beyond piano-roll notes — full in-DAW mixing (Mix Doctor, gain staging, EQ/comp/reverb, reference matching), routing, and composition.
MCP server built into flyctl for managing Fly.io apps, machines and volumes from agents.
Build modern, production-ready UI blocks, components, and landing pages in minutes.
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.
Official Foursquare MCP server exposing Places API search, place details and location context to AI agents.
MCP server for controlling the open-source FreeCAD modeler from Claude Desktop and other MCP clients.
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules.
FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent.
Open-beta OAuth MCP server so agents can search Front conversations, manage drafts, add comments and assign work while inheriting the authorizing teammate's permissions.
Gcore official MCP server.
Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.
A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API.
Bioinformatic MCP server that wraps the most useful functions of the gget library.
An native MCP server extension for Ghidra.
A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and.
Mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee.
MCP server for detecting and remediating hardcoded secrets using GitGuardian's API.
Search repositories and manage issues, pull requests and workflows through MCP.
GitKraken CLI Releases and Documentation.
Access GitLab project, issue and merge request data through MCP.
Generate images, video, and audio with Glif's media-generation agent.
Remote MCP server that gives LLMs access to run network commands.
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts.
Remote MCP tool providing GoCardless integration guidance from API docs and code samples plus authenticated read-only access to payments, customers and subscriptions.
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.
A lightweight, zero-footprint TypeScript MCP server that lets AI assistants drive the Godot 4.x game engine.
Manage your GoLogin browser profiles and automation directly through AI conversations!
MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, Gemini, Cursor, and VS Code.
This repo helps us to analyze googla ads performance data.
Google-maintained MCP server for querying Google Analytics properties and running reports through the Analytics APIs.
Official MCP Server to deploy to Google Cloud Run.
Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Hermes.
Experimental MCP server that grounds LLM responses for Google Maps Platform development in official, up-to-date documentation and code samples.
MCP servers from Google for its security products, including threat intelligence and security operations.
MCP server for Google Tag Manager.
Beta MCP server that lets assistants read Gorgias tickets, pull analytics, audit AI Agent and helpdesk settings, and update tickets, rules and help center articles.
Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox.
Official Grafana MCP server for dashboards, datasource queries, alerting and incident data.
Model Context Protocol (MCP) Server for Graphlit Platform.
A Model Context Protocol (MCP) server for GreptimeDB.
Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.
Python SDK for healthcare AI — typed, validated FHIR tools for agents, real-time EHR connectivity, production deployment .
Official read-only MCP server giving assistants access to Help Scout conversations, customers, inboxes, users, workflows, reports and Docs content under each user's permissions.
Community MCP server exposing HERE Maps Platform APIs (geocoding, places search, routing, traffic, rendering) as tools for language models.
Heroku MCP server for managing apps, add-ons, dynos, logs and deployments through the Heroku platform.
100% open-source, AI-native web analytics with cookieless tracking, open exports, custom domains, and SSO—self-hosted as one Go binary or managed in EU/US cloud.
Home Assistant integration that exposes smart home entities and actions to MCP clients.
Official Hostinger API MCP server for services managment.
Plugin and MCP server enabling control of SideFX Houdini from Claude.
HubSpot MCP server for CRM objects, associations and workflow-related data.
Hugging Face MCP server for the Hub, models, datasets, papers and Gradio applications.
Lets AI assistants use Hume's Octave text-to-speech from MCP clients: synthesize and play speech, and list, save and delete voices.
A MCP server implementation for hyperbrowser.
Dynamically expose tools from proxied servers based on an Agent Persona.
IBM open source MCP gateway and registry that federates servers and exposes them to clients.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
An MCP server providing tools for image processing operations.
The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
Official Infisical MCP server exposing secret management, environment and project operations to MCP clients.
Debug your Container and Kubernetes workloads with an AI interface.
Hosted MCP server for the Instacart Developer Platform; agents can create recipe pages and shopping-list pages using an API key passed as an authorization header.
Instant is the best backend for AI-coded apps. You get auth, permissions, storage, presence, and streams — everything you need to ship apps your users will love.
Hosted MCP server with 31 tools for Instantly cold-email campaigns, leads, email, analytics and accounts, authenticated with a personal API key.
Interact with any other SaaS applications on behalf of your customers.
Intercom-hosted remote MCP server for conversations, contacts and help center content.
Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.
A Model Context Protocol server for building an investor agent.
IP Geolocation MCP server using IP2Location.io API.
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance.
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
JetBrains MCP proxy that lets external agents drive IDE features such as file access, search and run configurations.
A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira.
Make your meetings accessible to AI Agents.
An MCP server for JupyterCAD that allows you to control it using LLMs/natural language.
一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。.
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Model Context Protocol (MCP) Server for the Keboola Platform.
The system of record for AI-written software.
Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.
Hosted MCP server exposing a search-flight tool so AI assistants can search Kiwi.com flights in natural language and return booking links.
MCP server for progressive tool usage at any scale (see https://klavis.ai).
Official Klaviyo MCP server (remote or local via uvx) with tools for campaigns, flows, profiles, catalogs, templates and reporting; supports read-only mode and tool filtering.
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
Open-source AI-native CLI for the Kraken exchange with a built-in MCP server (kraken mcp) for market data, paper trading and gated live orders across crypto, stocks and futures.
Published in CNCF Landscape: A MCP server for Kubernetes.
Red Hat maintained MCP server for Kubernetes and OpenShift clusters: pods, resources, logs and Helm.
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
LaunchDarkly MCP server for feature flags, segments and environments.
MCP server for lemlist outreach: manage campaigns and sequences, source and enrich leads, pull team analytics and manage webhooks; OAuth or API-key auth.
Official LINE MCP server that lets agents send messages and manage LINE Official Accounts.
Find, create and update Linear issues, projects and comments.
Open-source localization engineering tools. Connects to Lingo.dev localization engineering platform for consistent, quality translations.
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability.
Provides access to OpenTelemetry traces and metrics through Logfire.
Official Luma AI MCP server for creating images and videos with the Photon (image) and Ray (video) models from MCP clients.
Lunar.dev: Agent native MCP Gateway for governance and security.
Hosted MCP server for Lusha B2B contact and company data with tools for search, enrichment, prospecting, lookalikes and buyer signals; OAuth or x-api-key auth.
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations.
Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security.
Official MCP for Mailchimp Transactional (Mandrill) with nine tools to call the Transactional API, build templates, diagnose failed sends and get onboarding help.
Implementation of Model Context Protocol server for Mailgun APIs.
Official mailtrap.io MCP server.
Turn your Make scenarios into callable tools for AI assistants.
Mapbox MCP server for geocoding, directions, isochrones and points of interest.
MCP server from the Maps Grounding Lite API providing tools for developers to build LLM applications on top of Google Maps Platform.
Cloud-hosted MCP server with 100+ operations for Marketo forms, programs, smart campaigns, leads, emails, snippets, lists and folders, executed via the Marketo REST API.
Microsoft MCP server that converts documents, office files and web pages into Markdown for agents.
MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter).
MCP server that lets AI assistants such as Claude Desktop control Autodesk Maya through natural-language commands.
Connect to your Supabase database to query data and schemas.
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists.
MCP server for Atlassian tools (Confluence, Jira).
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
An MCP Server that enables AI assistants to interact with your local browsers.
Chinese e-commerce MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo). MCP .
AI visibility tracker MCP server. Track brand citations across ChatGPT, Claude, Perplexity, Gemini & Google AI Overviews. Self-host on Cloudflare Workers. GEO/AEO.
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
Kubernetes cluster operations through MCP.
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr….
A Model Context Protocol Server for MongoDB.
A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
Reference MCP servers from the protocol maintainers, including filesystem, git, fetch, memory and sequential thinking.
MCP Server for ThoughtSpot - provides OAuth authentication and tools for querying data.
Provides tools to search Airbnb and get listing details.
MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit.
Model Context Protocol server to run commands (tool: `runProcess`).
Burp Suite extension that integrates Burp with AI clients through the Model Context Protocol.
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
This is an MCP server that allows you to directly download transcripts of YouTube videos.
MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring.
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
Google open source MCP server that connects agents to many databases with connection pooling and auth.
MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, local files — into transcripts, key frames, OCR text, and metadata for AI agents.
A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.
Collection of dockerized MCP servers bringing offensive security tools such as Nmap, Nuclei, SQLMap and Ghidra to AI assistants.
Community MCP server that lets Claude and other clients use Stability AI's image generation and manipulation APIs.
MCP server connecting chat clients to the Wolfram Alpha computational intelligence API.
One place to manage & connect to all your MCP servers.
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging, and web UI. Routes multiple servers through a single endpoint.
An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm.
Lets AI models securely access, analyze and interact with FHIR healthcare data on a Medplum server through a fhir-request tool; available locally and hosted.
Community MCP server built on the Medusa JS SDK that lets agents manage Medusa data models such as products, inventory and pricing.
Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system.
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
Remote MCP server from Mercado Libre so developers can interact with its APIs and documentation using natural language; authenticates with a bearer token.
Hosted read-only MCP server for Mercury business banking; agents can inspect accounts, balances, transactions, recipients, cards and statements after OAuth consent.
Official MCP server for the Meshy AI 3D generation platform: text/image to 3D, retexture, rigging, animation and model management from agents.
Hosted OAuth MCP server for Messari crypto intelligence: document search, SQL dataset queries and timeseries access across 80+ datasets; requires Enterprise AI Toolkit.
Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit).
MCP server for Instagram Graph API, Threads API & Meta platform — 57 tools with Graph API v25.0.
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker.
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform.
Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York.
Query and interact with kubernetes environments monitored by Metoro.
Official Metricool MCP server that lets AI clients read and manage brands, social metrics, posts, smartlinks, messages, reviews and ad campaigns within plan limits.
Remote MCP server that searches and fetches official Microsoft and Azure documentation from Microsoft Learn.
Hosted MCP server with tool collections for data exploration, Security Copilot agent creation and incident triage over the Microsoft Sentinel data lake, authenticated with Entra.
Model Context Protocol Servers for Milvus.
The unified workspace where open-source models get things done for you.
MCP server that lets Claude and other LLMs control a Minecraft bot through natural-language commands.
Official MiniMax MCP server giving agents access to MiniMax text-to-speech, voice cloning, and video and image generation APIs.
Hosted MCP server with 70+ tools for querying Mixpanel events, funnels, flows, retention, session replays, cohorts and experiments; OAuth or service-account auth.
A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.
MCP server proxying Mollie's public API so merchants can create payment links, check payment status, manage customers, mandates and subscriptions using an org access token.
Official monday.com MCP server for boards, items, updates and workflow data.
Connect MCP clients to MongoDB databases and Atlas clusters.
MotherDuck MCP server for querying DuckDB and MotherDuck databases with SQL from agents.
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API.
Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.
Official Mux API wrapper for Node projects, supporting both Mux Data and Mux Video.
MCP server that turns AI into an SVG artist.
MCP server for Nansen onchain intelligence across 25+ chains: wallet labels, token flows, DEX trades and PnL; authenticates with a NANSEN-API-KEY header.
MCP server for NASA APIs giving AI models a standard interface to NASA data sources such as APOD, Mars rover imagery and near-Earth objects.
Neo4j-maintained MCP servers for Cypher queries, graph memory and Aura database management.
Neon MCP server for managing serverless Postgres projects, branches and SQL through natural language.
Netlify MCP server for creating, deploying and managing sites and functions from agents.
Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.
Provide Next.js development tools to coding agents.
Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter), repair (propose fixes), decompose devices (exact vendor models from ETS app-programs), diff versions, and.
Web research for agents: quality-scored Google search, webpage extraction, and deep research.
Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, watermark, smart crop), document conversion, OCR, speech transcription, and.
AI-powered bookkeeping and tax filing automation for entrepreneurs at the heart of the European economy.
Search, create and update Notion workspace content through a hosted MCP connection.
Cloud browser infrastructure and web automation platform for your AI and coding agents.
A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI.
MCP Server for OceanBase database and its tools.
An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references.
An MCP server for public & prediction markets research. Ask natural-language questions and get structured, source-backed answers across SEC filings, earnings transcripts, company financials, stock &.
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI.
AI Pocket AI co-editor for video montage — AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode.
Open-source MCP server enabling LLMs and AI agents to perform Okta management operations through natural-language commands.
Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models.
Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
An MCP server that connects to OPC UA-enabled industrial systems.
Open, primary-source-backed U.S. legal content — practice guides, 50-state surveys, reviewer checklists, and standard agreement templates. Built for legal teams and the agents helping them.
Turn a web API into an MCP server in 10 seconds and add it to the open source registry:.
OpenStreetMap MCP server that adds location-based services and geospatial data to LLMs.
Open-source Tax Guides for AI agents, reviewed by named CPAs/CAs/EAs. 1,000+ Guides across 190+ jurisdictions. MCP server included. Works with Claude, ChatGPT, Cursor.
MCP server for OpenAlex's catalog of 270M+ scholarly works, served over stdio and streamable HTTP.
Python package (openbb-mcp-server) that turns OpenBB Platform REST endpoints into MCP tools with dynamic discovery, per-session toolsets and stdio, SSE or HTTP transports.
1M+ Swiss court decisions, statutes & doctrine with citation graph (DE/FR/IT). CC0, free, 42 tools.
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop.
Browser automation clicks buttons. OpenTabs calls APIs.
Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and.
MCP server for accessing OpenWeatherMap weather data, with tools spanning current conditions and forecasts.
Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems.
Oracle-maintained MCP servers for Oracle Database and Oracle Cloud Infrastructure operations.
Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop.
Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
Packmind captures, scales, and enforces your organization's technical decisions.
MCP server for the Paddle Billing API with 100+ tools across products, prices, discounts, customers, transactions, subscriptions and reports, filterable by access level.
PayPal toolkit with an MCP server for invoices, payments, subscriptions and dispute operations.
MCP server that lets AI applications create and manage access requests to resources through Permit.io using natural language.
Perplexity MCP server for real-time web search, reasoning and research through the Perplexity API.
An MCP server to query any Postgres database in natural language.
MCP server for AI-driven image editing with Photopea.
Pinecone MCP server that gives agents access to vector indexes, search and Pinecone documentation.
Connect APIs, remarkably fast. Free for developers.
An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM.
Remote MCP server hosted by Plaid with Production diagnostics tools: debug Items, review Link conversion analytics, check usage metrics and list teams; OAuth required.
MCP server with 30 tools across Plain threads, customers, tenants and help center; agents can triage queues, draft replies and search history using the user's own permissions.
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥.
Expose Playwright browser automation tools to MCP clients.
OAuth MCP server for Polar billing with dynamic toolsets (search, describe, execute) covering products, customers, subscriptions, orders and benefits; sandbox endpoint available.
Polygon.io MCP server exposing stock, options, crypto and forex market data.
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
PostHog MCP server for product analytics, feature flags, error tracking and insights from an agent.
MCP server for the open-source Postiz scheduler so assistants can write, schedule and publish posts across 30+ social platforms; accessed via a per-account API-key URL.
Postman MCP server for collections, environments, workspaces and API definitions.
An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
MCP server bundled with the Prisma CLI for managing Prisma Postgres databases, schemas and migrations.
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced dictionary + CLI + VS Code + GitHub Action + MCP + Agent Skill.
MCP server that lets AI assistants search and analyze biomedical literature in PubMed.
OAuth MCP server for the Pylon B2B support platform; agents can search and manage issues, accounts and contacts scoped to the data the user can already see.
MCP server for AI-assisted retro game development with Pyxel.
Official Qdrant MCP server that stores and retrieves memories and documents in a Qdrant vector database.
Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop.
Open source alternative to Canny, UserVoice, Productboard.
Open-source local MCP server from Intuit exposing QuickBooks Online as 145 tools with CRUD across 29 entity types and 11 financial reports; OAuth 2.0 via an Intuit developer app.
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.
MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.
Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you.
MCP server + Chrome extension that gives AI agents control of your real browser with existing sessions and logins.
AI-powered music production and post-production in REAPER via MCP — 172 tools for composition, mixing, mastering, batch editing, audio QC, and ReaScript automation.
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research.
Read, write and query Redis data through MCP.
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for….
Render MCP server for services, deployments, logs and Postgres databases on the Render platform.
Hosted MCP server for Replicate's HTTP API so agents can discover, compare and run thousands of image, video and audio models from clients like Claude, Cursor and VS Code.
Resend MCP server that sends transactional email from agents and assistants.
Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens.
Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search.
MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more.
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.
RPG Maker MV Ultimate — AI copilot (MCP): generate maps, edit the database & events, and understand your project (validate references, explain why an event never fires, critique maps).
The governed runtime for agent skills. Search the catalog and inspect a skill before running it.
MCP server for autonomous agent economies: wallets, signed RTC micropayments, bounty discovery, BoTTube video publishing, and Beacon agent-to-agent messaging. Give your AI agent an income.
Native Safari browser automation for AI agents. 97 tools via AppleScript — zero overhead, keeps logins, runs silently in background.
Read-only MCP server for Saleor Commerce that lets assistants fetch products, customers and orders; hosted instance works with saleor.cloud stores on Saleor 3.21+.
Sanity-hosted remote MCP server that connects agents to Content Lake projects, schemas and documents.
Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications.
A Model Context Protocol MCP server for capturing website screenshots with full page, element, and device size features.
A CLI version of an MCP server for the ScreenshotOne API.
Hosted MCP server with 160+ tools for keyword research, backlinks, domain analysis, site audits, SERP analysis, AI search visibility and project management; OAuth 2.1.
Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, Google Adsense and GA4, designed for AI agents and automation.
Official Search1API MCP server for web search, news, crawling, sitemaps, and trends—hosted with OAuth 2.1 or local via npm.
MCP server for searching secondhand marketplaces — Facebook Marketplace, eBay, and Depop. Works with Claude Desktop, Claude Code, and other MCP clients.
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface.
MCP server for the Semantic Scholar API: search papers, retrieve paper and author details, and fetch citations and references.
MCP server that lets AI coding assistants run Semgrep scans directly from Cursor, VS Code, Windsurf or Claude Desktop; started locally with `semgrep mcp`.
Remote MCP server giving agents access to Semrush public APIs for keyword, backlink, traffic and market data over streamable HTTP with OAuth or API-key auth.
Retrieve Sentry error and issue information to support debugging.
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent.
Rust MCP server and CLI for serial/UART devices, with JSON macro automation and agent skills for repeatable timed workflows.
Datasets for founders: directories, newsletters, and agencies, with metrics attached.
Remote MCP server giving assistants website traffic, audience, traffic-source, competitor, search and app metrics from Similarweb; uses the same data credits as API calls.
MCP server for interacting with SingleStore Management API and services.
MCP server for Sketchfab that lets Claude or Cursor search for, view details of and download 3D models.
Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to.
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.
MCP Server for the Slidespeak API. Create PowerPoint Presentations using MCP.
Control any smart TV with natural language. Play Netflix by name from your terminal. PyPI: stv · MCP server · LG/Samsung/Roku/Android.
Snowflake Labs MCP server for Cortex search, analyst and SQL access to Snowflake data.
MCP server built into the Snyk CLI for dependency, code and container vulnerability scans from agents.
Cross-platform social media intelligence. Trend volume and growth signals. Free key at trendsmcp.ai.
MCP server enabling AI assistants to query dependency vulnerability scores and security metadata from Socket.
SonarSource MCP server that exposes SonarQube Server and Cloud code quality and security analysis to agents.
Remote MCP server built on Spree Commerce's documentation so coding assistants can look up current answers on stock, checkout customization and multi-store setup.
Square MCP server that exposes catalog, payments, customers and other Square API resources to agents.
MCP server exposing SSH control for Linux servers via Model Context Protocol.
A JavaScript-driven M5Stack-embedded super-kawaii robot.
Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor.
StarRocks MCP (Model Context Protocol) Server.
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs.
Expose Stripe operations for customers, products, payments and related account data.
MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber management across publications. Long-form posts stay draft-only; Notes publish immediately.
MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.
Connect AI assistants to the Supabase platform through local or hosted MCP access.
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.
MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl.
Persistent memory for AI agents — log and recall conversation context over MCP.
Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, speakers, and wall-clock evidence.
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Give MCP clients web search, extraction, mapping and crawling tools.
TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a real, playable node network (audio-reactive, generative, particle, 3D, feedback) with live knobs + MIDI/OSC/DMX.
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
基于 MCP 协议的腾讯云 COS MCP Server，无需编码即可让大模型快速接入腾讯云存储 (COS) 和数据万象 (CI) 能力。.
The community development of a MCP server for a Teradata database.
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots.
HashiCorp MCP server that connects agents to Terraform Registry providers, modules and HCP Terraform workflows.
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
Own, grow and trade portable agent intelligence via TAIP/1 Packs and MCP.
🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments.
The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration.
Doist-maintained MCP server that lets agents read and manage Todoist tasks, projects and labels.
Official TomTom MCP server providing geocoding, POI search, routing, reachable range, traffic incidents and static maps to AI agents; remote endpoint in public preview.
Ecosystem for building AI scientist systems that standardizes how LLMs find and call 1000+ scientific tools, models and datasets; ships a native MCP server.
Trade stock, crypto, and options on Robinhood, ETrade, Webull, Charles Schwab, Coinbase, or Kraken.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.
Interface between AI assistants and Tripo AI's 3D generation service via the Model Context Protocol.
MCP server plugin that brings Trivy vulnerability and misconfiguration scanning into IDEs and AI tools.
Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metrics, and events.
Bridge between TwelveLabs' video understanding platform and AI assistants: video management, indexing, search, analysis and embeddings exposed as MCP tools.
Twilio Labs MCP server generated from Twilio OpenAPI specs for messaging, voice and account operations.
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra.
Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, zero dependencies.
MCP server for Unity Editor — 160 tools for scene, assets, animation, VFX, playtest & more.
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate….
Set up and interact with your unstructured data processing workflows in Unstructured Platform.
Run Redis commands and retrieve Redis Search documentation for Upstash databases.
An MCP server that provides comprehensive US legislation.
HashiCorp MCP server for HashiCorp Vault secrets, policies and mounts.
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
Stealth browser for AI agents — real Chrome over raw CDP, no Playwright/Puppeteer. TypeScript + MCP-native. Passes sannysoft 57/57, bypasses Cloudflare.
Connect assistants to Vercel project, deployment and documentation workflows.
Protect against malicious open source packages .
Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.
FFmpeg-powered MCP server for basic video and audio editing operations driven by AI assistants.
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection.
An open-source agent toolkit that auto-syncs SDK versions, docs, and examples—built for seamless integration with LLMs, and AI agents ( MCP compatible).
Natural voice conversations with Claude Code.
MCP server to expose VS Code editing features to an LLM for AI coding.
MCP server for Wanderlog — build and edit trip itineraries through conversation.
Deep Research for crypto - free & fully local.
Webflow MCP server for sites, CMS collections, pages and components through the Webflow Data API.
AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.
Weights & Biases MCP server for querying experiments, Weave traces and reports from agents.
Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.
Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP.
Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.
Official Wix MCP server that lets agents search Wix docs, write code for the Wix platform and make API calls on Wix sites, including store and business operations.
WordPress plugin that bridges the Abilities API to MCP so clients can manage a site and its content.
Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools.
X (Twitter) scraper API & X API alternative with REST, MCP, SDKs & webhooks. Not affiliated with X Corp.
Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
Twitter/X skill for AI agents — works with Claude Code, Cursor, Windsurf and 35+ agents. Powered by xbird-mcp.
Interact with the accounting data in your business using our official MCP server.
A Model Context Protocol (MCP) server that enables natural language queries to databases.
XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep.
Yandex Tracker MCP Server with OAuth2 support.
MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.
An MCP server that uses yfinance to obtain information from Yahoo Finance.
Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents.
MCP server for YouTube that lets language models interact with YouTube content such as videos, transcripts, channels and playlists through a standard interface.
Upload, Update or Schedule videos on Youtube with the help of AI.
The AI-powered toolkit that grows your YouTube channel on autopilot.
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines.
MCP server for administering a Zigbee2MQTT estate: health reporting, mesh diagnostics, OTA updates, pairing, binding and device options over the MQTT bridge API.
Hosted MCP server for ZoomInfo B2B data: find companies by criteria, enrich accounts and contacts, research decision-makers and build target lists via OAuth.