Live · updated 4 hr ago 26,062 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 26,062
Categories 18
Official Servers 0
Remote-Hosted 14,648

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.

Semanticscholar

4.5/10
io.github.SMABoundless/semanticscholar

Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Egrul

4.5/10
io.github.atomno-labs/mcp-egrul

EGRUL/EGRIP company registry lookup for Russian legal entities and entrepreneurs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Fns Check

4.5/10
io.github.atomno-labs/mcp-fns-check

Russian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Sudact

4.5/10
io.github.atomno-labs/mcp-sudact

Russian court practice (Sudact): case search by article, court, dates; full decision text.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Remogram

4.5/10
io.github.attebury/remogram

SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Auxiliar MCP

4.5/10
io.github.auxiliar-ai/auxiliar-mcp

Eval-backed discovery for the auxiliar.ai gateway — the best web-access provider per job, measured.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Afya Ya Akili MCP

4.5/10
io.github.gabrielmahia/afya-ya-akili-mcp

MCP server for mental-health support coordination in East Africa (afya ya akili = mental health)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ardhi MCP

4.5/10
io.github.gabrielmahia/ardhi-mcp

MCP server for land records and land-service coordination in Kenya (ardhi = land)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Church MCP

4.5/10
io.github.gabrielmahia/church-mcp

MCP server for congregation and community-organization coordination in East Africa

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Faida MCP

4.5/10
io.github.gabrielmahia/faida-mcp

MCP server for savings and investment coordination in East Africa (faida = returns)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Habari MCP

4.5/10
io.github.gabrielmahia/habari-mcp

MCP server for news and public-information coordination in East Africa (habari = news)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Haki Ya Kazi MCP

4.5/10
io.github.gabrielmahia/haki-ya-kazi-mcp

MCP server for labor-rights information and coordination in Kenya (haki ya kazi = labor rights)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Historia MCP

4.5/10
io.github.gabrielmahia/historia-mcp

MCP server grounding agents in East African historical sources (historia = history)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mazingira MCP

4.5/10
io.github.gabrielmahia/mazingira-mcp

MCP server for environment and climate coordination in East Africa (mazingira = environment)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Offline MCP

4.5/10
io.github.gabrielmahia/offline-mcp

MCP server enabling offline-first agent operation over intermittent connectivity

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Chinese History MCP

4.5/10
io.github.lizhuojunx86/chinese-history-mcp

Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Kio Orzeczenia MCP

4.5/10
io.github.matematicsolutions/kio-orzeczenia-mcp

MCP server for Krajowa Izba Odwolawcza (KIO) rulings from orzeczenia.uzp.gov.pl.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ton Jetton Risk MCP

4.5/10
io.github.mrvlyouknowwho/ton-jetton-risk-mcp

Token rug/honeypot risk screening: EVM (7 chains, live sell simulation), Solana, TON. Free, keyless.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentmap

4.5/10
io.github.raymondchins/agentmap

The TS/JS-accurate repo map for coding agents: ts-morph import/symbol/call graph + MCP query tools

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Overllm

4.5/10
io.github.theadamdanielsson/overllm

Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Brdata MCP

4.5/10
io.github.thomenz/brdata-mcp

Brazilian company, risk & public-tender data (CNPJ, CEIS/CNEP, PNCP) as x402-paid agent tools

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Telegram MCP Tdlib

4.5/10
io.github.tolboy/telegram-mcp-tdlib

Local-first TDLib Telegram MCP server with 110 tools, account isolation and production guardrails.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Switchboard

4.5/10
io.github.wkoverfield/switchboard

One firewall and password manager for all your AI coding agents' MCP servers and secrets.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Paper Format Agent

4.5/10
io.github.zxyasfas/paper-format-agent

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Kasbah MCP

4.5/10
io.github.Al-Adnane/kasbah-mcp

Governance layer for agentic AI — signed, verifiable receipts for every agent action.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Aeo MCP

4.5/10
io.github.arthurcarlsonn/aeo-mcp

AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Curatedmcp Catalog MCP

4.5/10
io.github.oneprofile-dev/curatedmcp-catalog-mcp

Search the CuratedMCP catalog of risk-classified MCP servers and check verification status.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio

Mini App MCP

4.5/10
io.github.ynishi/mini-app-mcp

Agent-First CRUD store MCP server — 1 daemon per table, schema.yaml driven, SQLite backend

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Mlua Swarm

4.5/10
io.github.ynishi/mlua-swarm

MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Smolanalytics

4.5/10
io.github.Arjun0606/smolanalytics

Agent-operated web + product analytics. 79 tools + 14 prompts; answers provably match the dashboard.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Wa Chat Reader

4.5/10
io.github.NabheetCloud/wa-chat-reader

Unofficial read-only MCP server for your local WhatsApp chat history (stays on your machine).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Che Ical MCP

4.5/10
io.github.PsychQuant/che-ical-mcp

macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iCloud/Google/Exchange.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Arcade1V1

4.5/10
io.github.agustincf/arcade1v1

Play 1v1 arcade games vs AI agents & humans, ranked by ELO. Replay-verified, on-chain escrow (Base).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tsbootstrap

4.5/10
io.github.astrogilda/tsbootstrap

Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Heddle

4.5/10
io.github.davet47/heddle

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mockscreenshots MCP

4.5/10
io.github.gamercc-apps/mockscreenshots-mcp

Deep links to pixel-perfect fake chat & screenshot generators (iMessage, WhatsApp & more).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Onsense

4.5/10
io.github.hufirst/onsense

Android phone camera, sensors & files for any MCP client — local, no cloud, no ADB.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Officeagent

4.5/10
io.github.ilia-sokolov/officeagent

Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Openinvest

4.5/10
io.github.longsizhuo/openinvest

Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Launcher

4.5/10
io.github.oneprofile-dev/mcp-launcher

Single MCP hub: discover, add, audit, and govern MCP servers across every AI client.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Pitstop

4.5/10
io.github.praneethravuri/pitstop

F1 MCP server: live timing, telemetry, standings, news, and a queryable 1950-present database.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Dify MCP

4.5/10
io.github.salted-butter-joshua/dify-mcp

MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Live Memory

4.5/10
io.github.shofer-dev/live-memory

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Slang Workflows

4.5/10
io.github.shofer-dev/slang-workflows

Provable, declarative multi-agent workflows for Claude Code (typed .slang, non-LLM executor).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Smriti Memory

4.5/10
io.github.smriti-memcore/smriti-memory

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agentrisk

4.5/10
io.github.trycoin-ai/agentrisk

Risk guardrails for AI trading agents. Your agent proposes; your policy decides.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vouch MCP

4.5/10
io.github.vouch-protocol/vouch-mcp

Sign and verify W3C Verifiable Credentials so AI agents can cryptographically authorize actions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.5/10
ai.certscore/mcp

CertScore website risk-signal tools for scans, findings, evidence, and latest-domain lookups.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Other 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.