Live · updated 12 hr ago 41,919 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 41,919
Categories 18
Official Servers 0
Remote-Hosted 26,858

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.

Browse & filter
Top score Most stars Newest
Category All41,919 Git / Code23030 Other8799 Search4639 Filesystem1744 Database799 Finance639 AI / ML436 Email404 Calendar318 Cloud226 Browser178 Design161 Analytics161 Docs107 DevOps93 Communication88 Web Scraping74 Productivity23
20,113–20,160 of 23,030 servers · Git / Code

Weather Query

4.1/10
io.github.wcnm8888/mcp1-weather-query

Read-only current weather lookup by place name using Open-Meteo.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Shield Kya

4.1/10
io.github.The-Pixel-Boys/shield-kya

KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Wechat Writer MCP

4.1/10
io.github.datoushiwo/wechat-writer-mcp

面向技术博主的 AI 内容加工流水线 MCP —— 从原始素材到公众号草稿箱

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tailscale Compute

4.1/10
io.github.dylantirandaz/tailscale-compute

Run builds, tests, and benchmarks on your own Tailscale compute node.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mcpsentinel

4.1/10
io.github.gentaArnezzi/mcpsentinel

Precision-first security scanning for Model Context Protocol servers.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Chemglyph

4.1/10
io.github.random-orbit/chemglyph

Publication-quality chemical structure and reaction rendering for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Browsermesh

4.1/10
io.github.scrollDynasty/browsermesh

Isolated multi-session Chromium runtime for external MCP clients over stdio.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Photo S

4.1/10
io.github.Dongwu259/photo-s

Batch photo processing: compress, convert, EXIF, rename, dedup, cull, galleries

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Housecallpro MCP

4.1/10
io.github.chrischall/housecallpro-mcp

Read Housecall Pro estimates from the customer link your contractor sent you.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Architecture Pattern MCP

4.1/10
io.github.olk/architecture-pattern-mcp

MCP server that provides architecture design expertise to AI coding agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Aigentify

4.1/10
io.github.pooriaarab/aigentify

Audit and generate agent-native product surfaces

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rule Drift

4.1/10
io.github.ri7in/rule-drift

Test whether AI agents retain critical instructions as conversations grow.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Peer Cash

4.1/10
io.github.zkp2p/peer-cash

MCP server for preparing and tracking Peer Cash Base USDC cash-outs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Localkeep

4.1/10
io.github.zuneracodes/localkeep

Local chronological memory banks you control; Claude recalls them via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Osmcp

4.1/10
io.github.KrushnaVardhanReddy/osmcp

A typed, policy-controlled OS capability layer for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pls Touch Grass

4.1/10
io.github.Rinava/pls-touch-grass

An MCP server that knows how long it's been since you touched grass

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Human Standards

4.1/10
io.github.aklodhi98/human-standards

Read-only Human Standards guidance for accessible, usable interface design.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Yaml Workflow

4.1/10
io.github.orieg/yaml-workflow

Expose declarative YAML-defined workflows as MCP tools over stdio

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Webhook MCP Server

4.1/10
io.github.zebbern/webhook-mcp-server

Capture HTTP, email, and DNS callbacks with webhook.site from MCP clients.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Chrome Devtools MCP

4.1/10
io.github.Async23/chrome-devtools-mcp

MCP server for Chrome DevTools

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pickuppatrol MCP

4.1/10
io.github.chrischall/pickuppatrol-mcp

Read and change your children's school dismissal plans in PickUp Patrol

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Bamboo MCP

4.1/10
io.github.hmdmph/bamboo-mcp

Read-only MCP server for self-hosted Atlassian Bamboo CI/CD

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Anno

4.1/10
io.github.philmingdao/anno

Local-first HTML review, editing, and annotation for AI coding agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Bitget Agent MCP

4.1/10
io.github.Bitget-AI/bitget-agent-mcp

Official Bitget MCP Server for the Unified Trading Account (UTA v3) API.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Wordpress MCP

4.1/10
io.github.Servosity/wordpress-mcp

Publish and manage WordPress pages, posts, media

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Icloud Calendar

4.1/10
io.github.IceyWu/icloud-calendar

Manage Apple iCloud Calendar through a reliable CalDAV MCP server.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.hanjialeGit/mcp-server

天启至数 ApocData - MCP Server for A-share market data (46 free, no-auth endpoints)

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Invoice Reminder Api MCP

4.1/10
io.github.ohja-asset-factory-fleet/invoice-reminder-api-mcp

Überfällige Rechnungen automatisch per Agenten-Call nachfassen

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

C2Pa Watermark MCP

4.1/10
io.github.CSOAI-ORG/c2pa-watermark-mcp

C2PA Watermark & Provenance MCP server. Built with c2pa-python.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio
Repo →

Edi Bridge MCP

4.1/10
io.github.CSOAI-ORG/edi-bridge-mcp

EDI X12 / EDIFACT B2B bridge — parse, validate, map, govern (Peppol/ViDA).

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Fix Bridge MCP

4.1/10
io.github.CSOAI-ORG/fix-bridge-mcp

FIX trading-protocol bridge — parse, map, govern (MiFID II / MAR).

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Fhir Bridge MCP

4.1/10
io.github.CSOAI-ORG/hl7-fhir-bridge-mcp

HL7 v2 / FHIR healthcare bridge — parse, map, validate, govern PHI (HIPAA/MDR).

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Safe Fix MCP

4.1/10
io.github.pamela-0/safe-fix-mcp

Finds real dead code and proposes a safe, test-gated branch+PR to remove it.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Securedact MCP

4.1/10
io.github.GigantesHJI/securedact-mcp

Local-first privacy MCP server for sensitive AI workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Timps Swarm

4.1/10
io.github.Sandeeprdy1729/timps-swarm

161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Walmart Marketplace

4.1/10
io.github.alyiox/mcp-walmart-marketplace

Deprecated; use io.github.alyiox/mcp-walmart-ads.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Leaseclear MCP

4.1/10
io.github.amadeuserras/leaseclear-mcp

MCP server for LeaseClear lease Q&A.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Seo

4.1/10
io.github.sparrow84001/mcp-seo

SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Verbatim Transcribe MCP

4.1/10
io.github.xyzxinlu-max/verbatim-transcribe-mcp

让 agent 驱动本机的 Verbatim 音视频转写与博主观点分析：提交转写、轮询、搜索转写库。

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ozon MCP Server

4.1/10
io.github.DeviceIngineering/ozon-mcp-server

Ozon Seller & Performance API, 156 tools; responses trimmed 476k to 64k tokens.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Tomticket

4.1/10
io.github.glira/mcp-tomticket

TomTicket helpdesk MCP: tickets, replies, time, customers, chats, and KB

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Agent Conductor

4.1/10
io.github.icohangar-ops/agent-conductor

AGENTS.md + skills MCP with CHP R0 gate and adversary decision tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Codesentinel MCP

4.1/10
io.github.icohangar-ops/codesentinel-mcp

Codebase health MCP: dead code, cycles, coupling, architectural drift.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Venue Authority

4.1/10
io.github.kingymon1/venue-authority

Verify food-service facilities against supported regulator records.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pagespeed Insights MCP

4.1/10
io.github.ruslanlap/pagespeed-insights-mcp

Google PageSpeed Insights and CrUX: six workflow tools for web performance.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mediagen

4.1/10
io.github.Cripacx/mediagen

Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Powerscroll

4.1/10
io.github.CynaCons/powerscroll

Read and edit a live local-first PowerScroll visual notebook.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Electronics Rfq Agent

4.1/10
io.github.RudrenduPaul/electronics-rfq-agent

AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
Weekly briefing

Free · No spam

New servers, score changes, breakages

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

How scoring works

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.
Frequently asked

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.