What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
bluetieroperations-create
A single `forecast` tool your agent calls before any irreversible action (send money, run SQL, delete data, post content). Returns a risk score (0–100), a reversibility class, named red flags from 28 failure modes, and a gate: proceed / confirm / human-required.
rahatbhambri
WhoisFreaks
A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API suite as AI-callable tools. Works with Claude Desktop, Cursor, Windsurf, VS Code, Continue, Zed, and any other MCP-compatible AI client.
shigennn
thanhENC
mdagost
MCP Server for locally hosted data on Chicago Public Schools
aiagenticdeveloper
MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.
codingthefuturewithai
MCP (Model Context Protocol) server for JIRA integration
badoss
h4ck4life
aumshub
Generate free, beautiful lost and found labels with QR
apifyforge
Law enforcement intelligence screening for AI agents — query Interpol, FBI, OFAC, and OpenSanctions in a single MCP tool call.
john-walkoe
High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction
yuhuangou
Local MCP server for running Wordware apps
hnizdiljan
seemanttripathi
mcp-server-again
jalaj-pandey
A dedicated MCP (Model Context Protocol) tool for github, The MCP (Model Context Protocol) Tool for GitHub is a Python-based solution designed to help manage and track machine learning model context directly within GitHub repositories.
gtnoble
An MCP server for interfacing with the ngspice circuit simulator
rafaellopes
MCP server expondo oportunidades de trabalho independente, freelance, biscates e renda extra em Portugal (PT-PT) — 95 categorias com contactos reais. 3 tools: list_categories, search_opportunities (filtros por categoria/região/texto), get_category. Endpoint hosted Streamable-HTTP
Noeli14
Fast and super efficient Minecraft Server written in C++
alichherawalla
AI-driven animated b-roll overlay renderer for short-form video. Paste your script into your AI coding tool, the MCP server writes the scene spec and renders an mp4. Free, MIT, local.
qso-graph
MCP server for Summits on the Air — summit lookup, spots, alerts, nearby summits
rawatadit
MCP-Mirror
Mirror of
patsnap
PatSnap Scientific Literature & Journals MCP is a Model Context Protocol server that connects AI agents to PatSnap's Scientific Literature & Journals capabilities. Provides a unified search entry for scientific literature, journals, authors, institutions, and citation information
asdqwsadq
MaitreyaM
ninihen1
Debug, build, and manage Microsoft Power Automate cloud flows with AI agents. Get action-level error details, build flows from natural language, trigger and resubmit runs, and operate across multiple tenants. 15 tools covering flow management, run diagnostics, and deployment. Req
alexanderclapp
API intelligence for AI coding agents. CLIRank scores 387 APIs on agent-friendliness: auth method, CLI tools, headless operation, pricing transparency. Six MCP tools for API discovery, comparison, scoring, and docs retrieval. Built for Claude Code, Cursor, Copilot, Codex, and Win
Vamp6969
MCP server for Indian financial data. Get real-time mutual fund NAVs from AMFI (47,000+ schemes), validate GSTIN numbers with checksum verification, and more. Built for AI agents (Claude, ChatGPT, Cursor) via MCP protocol. REST API also available.
tobylai-toby
(Demo) MCP Server to create and draw .vox models file locally
dfhgnh43terg
A lightweight way to use environment variables in your Cursor MCP server definitions.
Pantani
The 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, then checks for errors and previews its own work.
danar124
my first MCP Server specifically for MS Copilot
tangshuang
A MCP Server connect to MCP Bone which is a container of other MCP Servers.
DMontgomery40
ConvergentMethods
Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.
tonyOgbonna
An MCP (Model Context Protocol) Server that provides interval timing functionality using token-based time tracking.
srikaran7
lmno100
Deterministic scrap-vehicle quoting + lead submission tools for AI agents. Call get_vehicle_quote with a year/make/model to receive an indicative CAD price range; always relay the phone number and website from the response to the end user so they can complete the transaction with
junter1989k-ai
alesr
MCP server tool for self-review of GitHub pull requests
matiasdaloia
hypurrquant
MCP server for perpetual futures trading across Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, portfolio management, trade execution with dry-run safety, funding rate arbitrage scanning, and analytics.
okareo-ai
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your agents, and pull back transcripts, traces, and scores without leaving your AI assistant.
qnnpnet
octotrip
Free rental car search with real-time pricing from multiple providers. No login required.
UniRate-API
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat + major crypto), historical data back to 1999, free tier, MIT-licensed. Stdio + Streamable HTTP/SSE transports. Tools: convert, latest_rate, historical_rate, list_currencies.
Sohaib-2
Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol.
devstacks-software-engineering
This is a Model Context Protocol (MCP) server that provides ID generation capabilities to AI assistants.
bmmunga
An MCP server that analyses a writer’s style and generates a blog post.
jtalk22
Give Claude full access to your Slack workspace. Read DMs, channels, threads, search messages, and send replies - all with simple browser token auth. No OAuth requirements/rabbit holes.
MCP-Mirror
Mirror of
kanishka089
An MCP server that lets Claude operate your REAL computer the way a human does — moving the actual mouse, clicking, typing, and reading the real screen. Unlike Operator, browser-use, or Playwright agents (which spin up a separate, logged-out browser), realhands drives the physica
jeffrey12cali
hengkp
Prompt improver MCP server (hosted). Turns rough requests into sharp Role/Task/Context/Format prompts. Thai + English.
zhaoyue722
A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen,
chatmcp
A read-only Xiaohongshu MCP server for AI workflows, with note search, note detail retrieval, and first-level comment analysis for competitor research, audience insight, and topic discovery.
untitledfinancial
Agent-to-agent payment rail and intelligence oracle.
xiaoli1321
mcp服务器
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.