Live · updated 12 hr ago 16,278 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 16,278
Categories 18
Official Servers 0
Remote-Hosted 7,861

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

Cli

4.7/10
io.github.runFleets/cli

Multi-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Connectwise Psa

4.7/10
io.github.selic/mcp-connectwise-psa

ConnectWise PSA (Manage) MCP server — tickets, time entries, companies, configurations, BYOK

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Telys

4.7/10
io.github.thyn-ai/telys

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Signalbrain

4.7/10
io.github.whitestone1121-web/signalbrain

Verifiable receipts for governed process changes; emit, validate, and gate trust

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Gemini Faf MCP

4.7/10
one.faf/gemini-faf-mcp

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other Python stdio

Anamnesis

4.7/10
io.github.oscardvs/anamnesis

Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Docpull

4.7/10
io.github.raintree-technology/docpull

Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentbodega MCP

4.7/10
io.github.agentbodegastore/agentbodega-mcp

Discover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment handoff metadata.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Autopm

4.7/10
io.github.fluidumber/autopm

18 AI product-management robots for market research, financials, and execution specs. No API keys

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Booboo

4.7/10
io.github.jessedu29260-netizen/booboo

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

China Travel MCP

4.7/10
io.github.mako202605/china-travel-mcp

China inbound travel MCP: search hotels, flights, attractions, plan itineraries, get travel tips

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Oebb MCP Server

4.7/10
io.github.slettmayer/oebb-mcp-server

OeBB (Austrian Railways) train data: stations, departures, connections, service alerts.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Kodiak

4.7/10
com.azurecarbon/kodiak

Verifiable fact-checking: verdict, confidence, sources, and a tamper-evident certificate.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

MCP Server

4.7/10
dev.dungbeetle/mcp

Visual regression & snapshot testing for AI agents — list runs, read semantic diffs, review.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Crewd Rs

4.7/10
io.github.DioNanos/mcp-crewd-rs

Cell fabric daemon: spawn and coordinate Claude/Codex/pi worker cells over MCP. Audited.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Engineering Board

4.7/10
io.github.GhostlyGawd/engineering-board

A git-committed kanban board your AI agents run and remember - 11 MCP tools over stdio.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Filingrail MCP

4.7/10
io.github.adamhudson777/filingrail-mcp

SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Kira

4.7/10
io.github.aibenyclaude-coder/kira

Skills and Scars for AI agents - your agent records its failures and never repeats them.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Provenance MCP

4.7/10
io.github.apeirontrade/provenance-mcp

Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts or pays them.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Archsteer

4.7/10
io.github.einvoice-dev1/archsteer

Architecture governance for AI agents: query the live model, get target patterns, check files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Validatefin

4.7/10
io.github.elnicaise/validatefin

Validate SEPA, UBL/Peppol, XRechnung, camt, ACH & IBAN files locally — no data leaves your machine.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Taxbrainai MCP

4.7/10
io.github.harshil-projects/taxbrainai-mcp

8 offline Indian income-tax MCP tools: deterministic compute, regimes, citations, notices.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ignition MCP

4.7/10
io.github.jsgorana/ignition-mcp

MCP server for Inductive Automation Ignition: tags, alarms, history, and Perspective

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Open Compute MCP

4.7/10
io.github.lukisch/open-compute-mcp

Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Whatsapp Web

4.7/10
io.github.mario-andreschak/mcp-whatsapp-web

MCP server for WhatsApp via whatsapp-web.js: send/receive messages, media, chats, groups, contacts

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Docguard

4.7/10
io.github.raccioly/docguard

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Recordant

4.7/10
io.github.recordant/recordant

Patent-pending diagnostic + decisions-ledger engine with operator briefs and an MCP console.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Smartpolicy

4.7/10
io.github.smartpolicy-protocol/smartpolicy

Runtime authorization for AI agents and smart contracts via an immutable on-chain policy registry

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.7/10
com.bykaranteli/mcp

Live crypto data: funding rates, funding arbitrage, OI pressure, Fear & Greed. Free, no API key.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Relay

4.7/10
com.fablerlabs/relay

Human-in-the-loop request queue for autonomous agents: file requests for a human, poll results.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Supplement Advisor MCP

4.7/10
com.verifiedsupplementdata/supplement-advisor-mcp

Evidence-based supplement guidance: clinical doses, form comparisons, interactions, cost-per-dose.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Openpitch

4.7/10
io.github.Avierovich/openpitch

Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook alternative.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stackapps Suite MCP

4.7/10
io.github.Explorer-64/stackapps-suite-mcp

StackApps suite gateway: PWA icons, splash screens, AI images. Pay per call in USDC via x402.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mwe MCP

4.7/10
io.github.Fr4nZ82/mwe-mcp

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Compass MCP

4.7/10
io.github.LicentiumIO/compass-mcp

Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, via Compass.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

X402 Gateway MCP

4.7/10
io.github.Marysbrain/x402-gateway-mcp

x402 analytics feed + 20+ pay-per-call agent tools over x402 (data, LLM, risk), no accounts.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Forkmind

4.7/10
io.github.Medhovarsh/forkmind

Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Warp

4.7/10
io.github.Ringer/warp

SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ringer WARP platform

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Paas Build MCP

4.7/10
io.github.UNIPaaS/paas-build-mcp

Your agent opens a real merchant account (go_live) and takes payments the same day. 3.9% flat.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Corent MCP

4.7/10
io.github.gg13121/corent-mcp

Generate images and videos via the Corent API — auto model routing with provider fallback.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Gstcranes MCP Server

4.7/10
io.github.gkmex75/gstcranes-mcp-server

Public read-only discovery tools for GST Cranes marketplace, wanted ads, and Crane Wiki.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Solar Data MCP

4.7/10
io.github.hoodsy/solar-data-mcp

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Shippage

4.7/10
io.github.jieshu666/shippage

Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Nogra MCP

4.7/10
io.github.nograai/nogra-mcp

Verify-before-done trust layer for AI-assisted work. 32 tools, local-first, no credentials.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Ratary

4.7/10
io.github.ontorata/ratary

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Scry MCP

4.7/10
io.github.pfeilisolana/scry-mcp

Keyless MCP bridge to Scry Solana wallet intel: free coverage check, catalog, x402 paid endpoints.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Rustok Wallet

4.7/10
io.github.rustok-org/rustok-wallet

Self-custody Ethereum agent wallet (MCP/stdio). Keys stay in a local Docker volume.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Codelens MCP

4.7/10
io.github.segentic-lab/codelens-mcp

Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.