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.
DikshantBadawadagi
beardfaceguy
Daimonos is a single Rust binary MCP server that makes AI coding agents faster and cheaper. It replaces built-in file, search, exec, and git tools with structured equivalents that return compact JSON instead of raw terminal output.
javillegasna
Simple and secure file system mcp server
OpenArx-AI
Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct submission with AI-assisted
nexusai-io-tech
DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.
thefazzer
GateplexAI
Governance firewall for autonomous AI agents. Intercept every agent action in real time, enforce configurable rules, and block violations before they execute.
unitstack
haohanghao0321-cpu
AI-native business operations MCP server for Feishu/Lark. 8 scenario-based tools for multidimensional tables (search, query, write, create, AI schema design) and approvals (list, alerts, stats).
Sushegaad
Turn Claude into an ISO 27001 compliance assistant — controls, risk register, policies, evidence tracking, SoA generation, and full audit workflows in one local encrypted MCP server.
loidodev
A Model Context Protocol server for GitHub integration
8vdx1
Fund operating system for AI agents — 48 MCP tools for deals, LPs, capital calls, audit, compliance. 10,000 free credits, no card required.
vectoralix
Healthy Food MCP is a public MCP server that gives AI agents structured access to healthy recipe content. It lets Claude, Cursor, Gemini, and other MCP-compatible clients browse recipes by calorie category, diet group, meal type, macros, and keywords.
SparkleOfficial
MCP server for Scriptivox AI transcription. Transcribe audio and video from URLs or local files in 119 languages, with speaker diarization, word-level timestamps, and SRT/VTT/text export. Bring transcription to Claude Desktop, Cursor, Cline, and any MCP-compatible client.
andreisirbu91-lab
MCPSpend is the first cost-observability platform built natively for MCP. One CLI command wraps yourexisting MCP servers across Claude Desktop, Cursor, Windsurf, VS Code, and Claude Code — zero SDKchanges. Per-tool / per-project cost attribution, $ budget alerts via email + Slack
Schoasch
Quantitative crypto backtesting & Bitcoin-cycle analytics. DSR-corrected, point-in-time, look-ahead-aware — proprietary, not from public APIs. Free tier.
bergside
Build better interfaces with TypeUI design systems, UI prompts, and layout variations.
jeresalmisto
24 free personal-finance + macro tools (mortgage, paycheck, tax, FRED, BLS) for LLM agents. Zero API keys, stdio transport.
bmanjunath
mcp server demo project
ICS-cz
clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine
MCP-Mirror
Mirror of
piprail
Hand any AI agent a budget-capped wallet to pay, discover & register x402 payment-gated URLs across every chain. Local, self-custodial, no backend, no fee.
Stratogenic-AI
Governance middleware for AI agents — permission gates, human-in-the-loop approvals, compliance scanning across 8 frameworks, and hash-linked audit ledger. Hosted SSE endpoint, no self-hosting required.
pavelber
Local MCP server for LiveJournal journals. It uses the legacy LiveJournal XML-RPC API to read entries, read comments, post to your own journal, and build a local SQLite cache for search.
DIGIBIZ360-COM
The first MCP-native sponsored product ad network for beauty. RTB auction in <100ms. 6 tools.
sawftware-labs
Verifiable document intelligence for AI agents. Extract, summarize, translate, claim-check, and notarize PDFs & URLs. Evidence bundles with cryptographic proofs and on-chain attestation. 20 MCP tools.
black-forest-labs
Official Black Forest Labs MCP server for FLUX image generation and editing — text-to-image, image-to-image, and multi-reference editing via the hosted endpoint at mcp.bfl.ai.
rocnubie
mohsinkar
A Python-based Model Context Protocol (MCP) server using a file‑system backend, offering tools for note taking, file I/O, directory management, search, compression, and metadata retrieval.
daytonaio
Run code in secure remote sandboxes
makeev
Real-time, AI-enriched financial news for AI agents and trading bots. Full-text and ticker search, trending and "actionable-now" feeds, SEC Form 4 insider transactions, and two-ticker read-across — every story carries per-ticker analysis and a 1–10 relevance score. Hosted at mcp.
jeromewoody
MCP for Comic Book Database
195440
what is GitHub MCP Server?
akshay2211
Local-first MCP server that indexes folders, PDFs, code, and past AI conversations — and exposes them as a single grounded-search tool. Runs fully offline.
olamide-olaniyan
Model Context Protocol (MCP) server for SociaVault — query TikTok, Instagram, YouTube, Twitter/X, LinkedIn, Facebook, Reddit, Threads, Pinterest, Twitch, TikTok Shop, and ad libraries from any AI assistant.
zhurong2020
Obfuscate Python & reverse-map stack traces from your agent. AST-based, no phone-home. PyArmor alt.
doodlemax
A lightweight, high-performance Model Context Protocol (MCP) server for the Base L2 network. This server equips AI coding agents (such as Cursor, Windsurf, Zed, or Claude Desktop) with a powerful EVM toolset.
ATC-Analytics
ATC brings account intelligence into Claude and other AI agents, built on two decades of institutional technology research originally developed for major tech investors. Sales and marketing teams can prioritize accounts, surface buying signals, prep for calls, draft outreach, and
Scottcjn
QuickBooks Online MCP server for Claude Code — 8 automation tools (invoices, payments, reports) that replace ~50K-token UI snapshots.
arturayupov
Local, encrypted secret broker for AI agents — tools request an API key by name over MCP, you approve in a native OS dialog, and only that key is injected into your project; the model never sees the value.
sarinmsari
An AST-based Model Context Protocol (MCP) server that provides token-efficient codebase skeletons to LLM agents (like Cursor, Claude Desktop, and Antigravity).
JonasFuchss
x402-trust gives AI agents a "check before you pay" layer for the x402 ecosystem.
azender1
Exactly-once execution guard for AI agents. Prevents duplicate payments, trades, and emails on retry with a claim-before-execute pattern. Exposes safeagent_claim and safeagent_settle as MCP tools over stdio.
sweesama
Read WeChat public account (微信公众号) articles via MCP. 99.89% anti-scraping success rate, 50-87% token compression. | 通过MCP读取微信公众号文章,99.89%反爬穿透率,50-87% Token压缩。
kahirokunn
sourabhnk
Pre-clinical drug discovery intelligence — 44 MCP tools for targets, compounds, patents, trials & whitespace. 16 free, 28 Pro
calebe
Identity & continuity platform for AI agents: an agent proves it's an LLM (not a human) via a time-limited puzzle, then gains a server-held spirit key backing signing, encryption, and self-authored persistent memory across otherwise-stateless sessions. Includes a self-binding pol
Jackson88
Model Context Protocol (MCP) server for Claude Desktop connecting to Google Calender using Google Calendar API
webmilmind1
Agent-native helpdesk. AI agents operate a support desk over MCP and **pay per action in USDC via x402** (HTTP 402) — no account, no API key. Reads (KB/changelog search) are free; write/AI tools are **$0.02–$0.06** per call, settled across Base, Polygon, Avalanche, Sei, and Solan
KennyKang7012
nowledge-co
anishksk
cafferychen777
Natural language-driven spatial transcriptomics analysis via MCP. Integrates 60+ analytical methods across 15 categories including preprocessing, visualization, spatial statistics, cell communication, deconvolution, and trajectory analysis.
aviran355
DenisPr97
generalist-club
MCP server for Google Sheets — read, write, append, and clear data in any spreadsheet using OAuth. Works with Claude Desktop and any MCP client.
plori-ai
Give your AI agent its own cloud computer. Create and drive hosted plori agents over remote MCP: invoke agents and read replies, human-in-the-loop queue, scheduled runs.
ZubeyirOflaz
andyciggy
XaloraAI
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.