Live · updated 9 hr ago 16,091 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 16,091
Categories 18
Official Servers 0
Remote-Hosted 7,768

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.

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

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

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

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

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

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

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

Glovebox MCP

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

Sandboxed computer-use for AI agents: drive real browser + desktop apps in nested X11 windows

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

Lens MCP

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

Deterministic navigation maps over code + markdown + Prisma for AI agents: 13 MCP tools

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

Standardgraph

4.7/10
io.github.swoopeagle/standardgraph

158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP.

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

Minipainter

4.7/10
io.github.ArturSkowronski/minipainter

Local-first miniature-paint inventory and cross-brand color matching for AI agents.

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

Context Autopilot

4.7/10
io.github.ChiragBachani/context-autopilot

Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.

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

Kaval

4.7/10
io.github.LufeMC/kaval

Give AI agents action-bound proof packets and ALLOW/BLOCK/REVIEW gates for live facts.

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

Japan Data MCP

4.7/10
io.github.Mameta29/japan-data-mcp

30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather, corporate registry

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

MCP Gateway

4.7/10
io.github.MikkoParkkola/mcp-gateway

Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.

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

MCP Server

4.7/10
io.github.QVerisAI/mcp

Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit

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

Agent Readiness Auditor

4.7/10
io.github.asish-singh/agent-readiness-auditor

Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

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

B1Brain Wiki

4.7/10
io.github.bernie-b1stAI/b1brain-wiki

Curated GitHub repo corpus with DaVinci insights. Featured=deep analysis; Overview=orientation.

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

Auravms MCP

4.7/10
io.github.dann26parr69/auravms-mcp

Create RFQs, compare supplier quotes with L1/L2/L3 ranking, and place purchase orders.

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

Goodmemory

4.7/10
io.github.hjqcan/goodmemory

Durable user/project memory for MCP clients: recall context and remember selected facts.

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

Thailand Data MCP

4.7/10
io.github.narinthon-so/thailand-data-mcp

Thai data for AI agents: DBD company-registry lookup, address normalization, holidays, VAT/WHT.

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

Vigilis MCP

4.7/10
io.github.piyushpathakqa/vigilis-mcp

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

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

Klaws

4.7/10
io.github.rostradamus/klaws

Scan code for Korean compliance risks — PIPA/개인정보보호법, Network Act, Credit Info. Not legal advice.

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

Keel

4.7/10
io.github.tdalbanmoreynas/keel

Catches your AI coding agent when it games the tests - locked-test hashes, tamper detection.

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

Fortress

4.7/10
io.github.tiliondev/fortress

Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.

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

Llm Usage MCP

4.7/10
io.github.zhaoyue722/llm-usage-mcp

Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP

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

Getabrain

4.7/10
io.github.Guitarmaniac24/getabrain

Real human judgment as agent tools — ask a question, get a structured human answer back.

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

MCP Server

4.7/10
io.github.SignalEDI/mcp-server

EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo without API key.

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

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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.