MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

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homeassistant-mcp

Access Home Assistant data and control devices such as lights, switches and thermostats.

★ 575

iterm-mcp

Access iTerm: run commands and ask questions about what is shown in the terminal.

★ 571

joinly

Send bots to browser-based meetings (Zoom, Teams, Google Meet) to gather live transcripts, speak text and post in the meeting chat.

Frontend

★ 569

token-optimizer-mcp

Token optimization through caching and compression, with tools for API optimization, code analysis and real-time monitoring.

Deployment & ops

★ 566

kagimcp

Search the web with Kagi Search.

Documentation

★ 557

mcp-youtube

Fetch YouTube subtitles.

Documentation

★ 552

MisakaNet

Agent failure memory: search verified debugging lessons from real engineering sessions.

Testing & debugging, Documentation

★ 550

gateway

Automatically generate APIs from database schema and data for PostgreSQL, ClickHouse, MySQL, Snowflake, BigQuery and Supabase.

Data & backend

★ 549

anki-mcp-desktop

Anki integration for managing notes and decks through natural language.

★ 542

pgmcp

Natural-language queries for any PostgreSQL database, with automatic streaming and read-only safety.

Data & backend

★ 542

mcp-ssh-manager

Manage multiple SSH servers: commands, file transfer and rsync, database dumps and queries, backups, health monitoring, tunnels and per-server security modes.

Deployment & ops, Data & backend

★ 531

agent

Aggregates multiple MCP servers into one unified server.

★ 526

prometheus-mcp-server

Query and analyze Prometheus, the open-source monitoring system.

Deployment & ops, Data & backend

★ 522

octocode

Semantic code indexer with a GraphRAG knowledge graph: index a codebase and search it in natural language to understand its architecture.

Documentation, Codebase understanding

★ 519

claude-debugs-for-you

VS Code extension and MCP server for language-agnostic automatic debugging via breakpoints and expression evaluation.

Testing & debugging

★ 514

docker-mcp

Docker container management and operations.

Deployment & ops

★ 504

strava-mcp

Access Strava data via the Strava API.

★ 503

vibe-check-mcp-server

Prevent cascading errors and scope creep by calling a vibe-check agent to ensure user alignment.

★ 503

telemem

Mem0-compatible long-term and multimodal agent memory: character-isolated profiles, semantic deduplication, optional local stack and video memory with QA.

Testing & debugging, Codebase understanding

★ 494

Spotify

Control Spotify playback and manage playlists.

★ 492

mcp-gsuite

Integration with Gmail and Google Calendar.

Business work

★ 491

mcp-google-map

Google Maps geocoding, place search, directions and elevation, with a standalone CLI mode.

Documentation

★ 487

flyto-core

Deterministic agent execution engine (browser, file, Docker, data, crypto, scheduling modules) with execution traces, evidence snapshots and step replay.

Deployment & ops, Frontend

★ 484

entroly

Context control layer for coding agents: compression, prompt-prefix stabilization for caching, cheaper-model routing, local hallucination checks and memory.

Codebase understanding

★ 483

db-mcp-server

MySQL and PostgreSQL access: query execution, transaction management, schema exploration, query building and performance analysis.

Data & backend

★ 479

web-search

Web search using Google search results.

Documentation

★ 473

openaccountants

Open-source accounting skills reviewed by licensed accountants, covering income tax, VAT and payroll by country, US state and Canadian province.

★ 470

mcp-teams-server

Microsoft Teams messaging: read, post and mention, and list members and threads.

★ 465

gk-cli

GitKraken CLI with an MCP server wrapping GitKraken APIs as well as Jira, GitHub, GitLab and more.

Codebase understanding, Planning & architecture

★ 462

airtable-mcp-server

Airtable database integration with schema inspection, read and write capabilities.

Data & backend, Content creation

★ 456

binary_ninja_mcp

Binary Ninja plugin and bridge for automating binary analysis and reverse engineering.

★ 455

beever-atlas

Team knowledge base turning Slack, Discord, Teams and Mattermost chats into a knowledge graph and wiki with cited answers, semantic search and expert finding.

Documentation, Codebase understanding

★ 451

mcp-cli

CLI tool for testing MCP servers.

Testing & debugging

★ 447

droidmind

Android device control, debugging, system analysis and UI automation, with a security framework.

Testing & debugging, Review & security

★ 445

edgeone-pages-mcp

Deploy HTML content to EdgeOne Pages and get a public URL.

Deployment & ops, Content creation

★ 440

bazi-mcp

Bazi (Chinese astrology) charting and analysis.

★ 437

mcp-local-rag

Local document search: semantic search over PDF, DOCX, TXT and Markdown files with LanceDB vector storage and local embeddings.

Documentation

★ 429

mcp-odoo

Odoo ERP 16-19 integration with no Odoo-side install: read, approval-gated writes, diagnostics, migration and audit tools.

Review & security, Content creation

★ 426

mcp-alchemy

Access PostgreSQL, MySQL, MariaDB, SQLite, Oracle, SQL Server and more via SQLAlchemy, with schema and relationship inspection and large dataset analysis.

Data & backend

★ 422

mcptoon

Connect AI agents to MCP servers from one config synced across coding tools, served through one process with compact tool discovery and spec validation.

★ 417

network-sketcher

Local-first network design: create Cisco-style network master files, L1/L2/L3 topology diagrams, HTML viewers, device tables and AI context files.

Frontend

★ 416

claude-skills-mcp

Search and use Claude Agent Skills from any model or client as if natively supported.

Documentation

★ 411

mcp-server-odoo

Connect to Odoo ERP for business data access, record management and workflow automation.

Planning & architecture, Business work

★ 411

mcp-graphql

Query GraphQL servers.

Data & backend

★ 407

clawdcursor

Desktop control for any AI agent on Windows, macOS and Linux.

★ 406

mcpproxy-go

Local MCP proxy that routes multiple servers through one endpoint, with BM25 tool filtering, quarantine security, activity logging and a web UI.

Review & security, Frontend

★ 406

bagel

Query robotics, drone and IoT data (ROS bags, MCAP, flight logs, CAN, MQTT) in plain English via DuckDB SQL, with Rerun, PlotJuggler and LeRobot exports.

Data & backend

★ 400

mcp_polygon

Access Polygon.io financial market data APIs for stocks, indices, forex, options and more.

Business work

★ 400

mcp-server-azure-devops

Azure DevOps integration for repository management, work items and pipelines.

Deployment & ops, Codebase understanding

★ 398

martin-loop

Governed runtime for AI coding agents with budget caps, verifier gates, runaway-loop prevention, rollback evidence and inspectable run receipts.

★ 394

vscode-mcp-server

Work in a VS Code workspace: read the directory structure, see linter and language server problems, read code files and make edits.

Review & security

★ 392

blockrun-mcp

Access AI models such as GPT-5, Claude, Gemini, Grok and DeepSeek, paid per use via x402 micropayments in USDC on Base.

★ 391

mcp-hfspace

Use Hugging Face Spaces for open-source image generation, chat, vision and more, with image, audio and text uploads and downloads.

Content creation

★ 389

xero-mcp-server

Access Xero's accounting and business features via its API.

Business work

★ 388

xcode-mcp-server

Xcode integration for project management, file operations and build automation.

Planning & architecture

★ 387

mcp-k8s-go

Kubernetes cluster operations.

Deployment & ops

★ 381

evm-mcp-server

Blockchain services for many EVM networks: native tokens, ERC-20, NFTs, smart contracts, transactions and ENS resolution.

★ 379

graphlit-mcp-server

Ingest content from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project, then search and retrieve relevant knowledge.

Documentation, Codebase understanding

★ 378

jetbrains-index-mcp-plugin

JetBrains IDE plugin exposing indexing and refactoring features: rename, safe delete, find references, call and type hierarchy, diagnostics and more.

Codebase understanding

★ 375

AgentRecall

Persistent cross-session agent memory that surfaces the most relevant past memories using the Intelligent Distance Protocol.

Codebase understanding

★ 373

open-mcp

Turn a web API into an MCP server and add it to the open-source open-mcp.org registry.

★ 371

tfmcp

Manage Terraform environments: read configurations, analyze plans, apply configurations and manage state.

Planning & architecture

★ 371

Wireshark-MCP

Wireshark packet analysis: capture, protocol statistics, field extraction and security analysis.

Review & security, Documentation

★ 365

gflow-cli

Drive Google Flow with your Google account: Veo text-to-video, image-to-video and clip extension, Imagen text-to-image, reusable characters and scenes.

Content creation

★ 358

MemoryMesh

Graph-based memory focused on AI role-play and story generation.

Codebase understanding

★ 354

interactive-mcp

Interactive LLM workflows with local user prompts and chat directly in the MCP loop.

Planning & architecture

★ 351

telegram-mcp

Telegram API integration: access user data, manage dialogs (chats, channels, groups), retrieve messages and handle read status.

★ 350

investor-agent

Fetch stock market data, including options recommendations, from Yahoo Finance.

Documentation, Business work

★ 348

mac_messages_mcp

Query, analyze, send and receive iMessage conversations, with phone number validation, attachments, contacts and group chats.

Data & backend

★ 343

r2mcp

Disassemble and inspect binaries for reverse engineering with the Radare2 disassembler.

★ 341

browser-control-mcp

Control the user's Firefox browser via a companion extension.

Frontend

★ 340

quackback

Open-source customer feedback platform: search and triage posts, update statuses, comment, vote, manage roadmaps, merge duplicates and publish changelogs.

Documentation

★ 337

imagesorcery-mcp

Computer vision-based image recognition and editing tools.

Content creation

★ 335

search-console-mcp

Interact with Google Search Console and Bing Webmaster Tools.

Documentation

★ 320

shodh-memory

Cognitive agent memory with Hebbian learning, a three-tier architecture and knowledge graphs, running offline on edge devices.

Codebase understanding, Planning & architecture

★ 318

homebutler

Homelab management across multiple servers via SSH: system resource monitoring, Docker containers, Wake-on-LAN, network scans, open-port checks and alerts.

Deployment & ops

★ 315

DashClaw

Fail-closed approval layer for unattended agent runs: checks actions against org policy, requests human approval and logs every decision to a causal ledger.

★ 314

mcp-git-ingest

Read and analyze GitHub repositories.

Codebase understanding

★ 314

workopia-mcp

Workopia job search across employer career pages and ATS feeds, plus PDF resume generation, resume tailoring, cover letters and career advice.

Documentation

★ 314

research-toolkit

Eight local research workflow tools for task setup, saved progress, stage guidance, configurable report review, and delivery checks.

Codebase understanding, Planning & architecture

★ 313

BeatDesign

Local-first AI media workbench with a canvas, short-form timeline editor and shared assets, controllable by agents.

★ 312

llm-context.py

Share code context with LLMs via MCP or the clipboard.

★ 308

AWS KB Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

Official

Brave Search

Web and local search using Brave's Search API.

Documentation

Official

EverArt

AI image generation using various models.

Content creation

Official

GitHub

Repository management, file operations, and GitHub API integration.

Codebase understanding

Official

GitLab

GitLab API, enabling project management.

Codebase understanding, Planning & architecture

Official

Google Drive

File access and search capabilities for Google Drive.

Documentation

Official

Google Maps

Location services, directions, and place details.

Official

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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.