MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
✓ Official
31 companiesPublished by the companies themselves — pick one to see everything they ship.
modelcontextprotocol10 servers
google2 servers
googleapis3 servers
microsoft3 servers
azure3 servers
github1 server
awslabs34 servers
bytedance2 servers
stripe1 server
cloudflare2 servers
vercel5 servers
figma1 server
makenotion1 server
atlassian1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm3 servers
getsentry3 servers
grafana1 server
hashicorp2 servers
firebase1 server
browserbase1 server
apify1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
e2b-dev1 server
exa-labs3 serversDevelopment
2,589 mcp servers
Jira Context MCP
★ 26MCP server to provide Jira Tickets information to AI coding agents like Cursor.
Agy Bridge
★ 25MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpose-built tools, model routing with fallback, session continuity, and output truncation to save Claude's context and tokens.
MCP Music Analysis
★ 25Analyze audio from local files, YouTube, or direct links using librosa.
Code Context MCP Server
★ 25Provides code context from local git repositories.
ctfd-mcp
★ 25MCP server for CTFd that lets regular users browse challenges, manage dynamic instances, and submit flags.
Cookiecutter MCP UV Container
★ 25A Cookiecutter template for creating MCP servers with Apple container support and configurable transport methods.
CryptoAnalysisMCP
★ 25Provides comprehensive cryptocurrency technical analysis, including real-time price data, technical indicators, chart pattern detection, and trading signals for over 2,500 cryptocurrencies.
TeamCity MCP Server
★ 25MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management.
ken
★ 24Fast hybrid code search for agents - it's pure Go, single static binary, 5 lexical + Model2Vec semantic embeddings + RRF fusion + a code-aware reranker, with the retrieval algorithm ported verbatim from semble
Clangaroo
★ 24Provides fast C++ code intelligence for LLMs using the clangd language server.
App Market Intelligence MCP
★ 24Analyze app data from the Apple App Store and Google Play Store for market intelligence and insights.
ComfyUI MCP Server
★ 24An image generation server that connects to a local ComfyUI instance via its API, supporting dynamic workflows.
MCP Memory Gateway (rlhf-feedback-loop)
★ 24Local-first RLHF feedback loop for AI agents — capture preference signals, promote memories, block repeated mistakes, export DPO/KTO training pairs
GhostMCP
★ 24Injectable MCP server for AI-driven reverse engineering inside processes
Awesome LLMs Txt
★ 24Access documentation from the Awesome-llms-txt repository directly in your conversations.
Shadcn UI MCP Server
★ 24A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.
Flame MCP Server
★ 24Provides live, up-to-date documentation for the Flame game engine.
Bucket
★ 24Flag features, manage company data, and control feature access using Bucket.
MCP Tool Builder
★ 24An MCP server that allows LLMs to dynamically create new tools through MCP clients like Claude Desktop.
Roo Activity Logger
★ 24Automatically logs AI coding assistant activities, such as command executions and code generation, into searchable JSON files.
ServeMyAPI
★ 24A personal server for securely storing and accessing API keys using the macOS Keychain.
Text-To-GraphQL
★ 24MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.
LogAI MCP Server
★ 23An MCP server for log analysis using the LogAI framework, with optional Grafana and GitHub integrations.
chuk-mcp
★ 23A Python client for the Model Context Protocol (MCP), an open standard for connecting AI assistants to external data and tools.
eBPF MCP
★ 23A secure MCP server for eBPF, designed for AI integration, kernel introspection, and automation.
Sherlog MCP Server
★ 23A persistent IPython workspace for data analysis, log processing, and multi-agent collaboration.
Code Knowledge Tool
★ 23A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.
Binlog MCP Server
★ 23A Model Context Protocol Server for analyzing MSBuild binlogs.
ComfyUI MCP Server
★ 23Integrates ComfyUI with MCP, allowing the use of custom workflows. Requires a running ComfyUI server.
SpecLock
★ 23AI constraint engine — persistent memory + active enforcement. Stops AI from breaking locked code. Semantic conflict detection, file-level guards, session continuity. 19 MCP tools.