Live · updated 21 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

MCP Commerce Starter

4.9/10
io.github.NewPlanetWW/mcp-commerce-starter

FastMCP commerce server starter: product catalog, search, and checkout. Deploy to Vercel in 5 min.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Gridscoot

4.9/10
io.github.aardappvark/gridscoot

AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (30/day/IP).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Revit Converter Remote MCP Release

4.9/10
io.github.labsfuture/revit-converter-remote-mcp-release

Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Troth

4.9/10
io.github.thegrenadinekid25/troth

AI-powered spec-to-task decomposition and execution orchestration for coding agents.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Revenuescope MCP

4.9/10
io.github.toshihiroshishido/revenuescope-mcp

Ask AI about your EC site's revenue by channel, RPS/AOV/CVR, search & AI traffic, budget split.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Bridge Town

4.9/10
builders.bridgetown/bridge-town

Build financial models as code. Cloud execution, GSheets MCP, version control, collaboration.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
com.bidsparq/mcp

55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract vehicles, pursuits.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Vehicle Recalls

4.9/10
com.checkrecall/vehicle-recalls

Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live official data.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Failure Intelligence

4.9/10
com.claidex/failure-intelligence

Biomedical failure intelligence platform for terminated trials and translational analysis.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Myaitwin

4.9/10
com.lutolearn/myaitwin

A personal RAG database you build from chat, so AI creates work that sounds like you.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Trust Check MCP

4.9/10
com.paladinfi/trust-check-mcp

Free OFAC SDN wallet screen + sample preview for AI agents on Base. Read-only, no payment surface.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Finance Rust streamable-http Remote

Youtube Studio

4.9/10
com.youtubestudiomcp/youtube-studio

Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytics, captions.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

Countrycallingcodesmcp

4.9/10
io.github.Kajdep/countrycallingcodesmcp

Calling codes, phone analysis, dialing guidance, batch normalization and calling windows.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Conductor Relay MCP

4.9/10
io.github.Zman504/conductor-relay-mcp

Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold marketplace.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mvr Api

4.9/10
io.github.africanmarketos591/mvr-api

Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Duvo

4.9/10
io.github.duvoai/duvo

Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit-ready execution.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mzizi MCP

4.9/10
io.github.nyuchi/mzizi-mcp

Read-only MCP over the Mzizi design system registry — nodes, components, ownership.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
io.github.pictify-io/mcp

Generate images, GIFs, videos, and PDFs from HTML, URLs, or templates — from your AI agent.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Server

4.9/10
sh.xorfox.drawbridge/server

Identity, secrets, and passwordless SSH provisioning for AI agents — Keycloak, vault, MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

Skew

4.9/10
site.skew/skew

Authored design service: one-of-one landing pages, pitch decks, and research-grounded briefs.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Legalsearch

4.9/10
ai.roopslaw/legalsearch

Public Indian legal search MCP for Roop judgments, statutes, and corpus grounding.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Platform

4.9/10
com.sherweb/platform

Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Connect to authenticate.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Taxlocus

4.9/10
com.taxlocus/taxlocus

US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation-backed.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
io.github.1clickreport/mcp

75 tools for marketing analytics, campaign management and AI monitoring across 7 platforms.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
io.github.Wavix/mcp

Wavix telecom MCP: SMS, voice, 2FA, SIP, numbers, 10DLC, CDRs. Account sign-in or API key.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agent Tools

4.9/10
io.github.WingedGuardian/agent-tools

9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech. x402 on Base.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Secant Agent Research MCP

4.9/10
io.github.jnilrac/secant-agent-research-mcp

Paid MCP web research for agents: search, extraction, citations, and x402 payment discovery.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Bowmark

4.9/10
ai.bowmark/bowmark

Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Chemistry

4.9/10
com.covasyn/chemistry

Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Api

4.9/10
com.readyapis/api

135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, econ, intel — one key.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Savvly

4.9/10
com.savvly/savvly

Savvly MCP: query fund data, model projections, and compare against alternative retirement products.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Codeitall

4.9/10
dev.codeitall/codeitall

Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, deprecation, sig search

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote

Optionsahoy MCP

4.9/10
io.github.AlvisoOculus/optionsahoy-mcp

Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Colour Memory

4.9/10
io.github.DigbyO/colour-memory

Colour meaning, history and evidence for AI: 45,000+ source-graded colour records and 91 tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hormonaly

4.9/10
io.github.Hormonaly-ai/hormonaly

24 tools for evidence-graded clinical queries, hormones, peptides, longevity & drug interactions.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agnigateway MCP

4.9/10
io.github.Kaanthan24/agnigateway-mcp

AI marketplace — flights, tours, activities, transport & more via MCP. No auth required.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Trueai

4.9/10
io.github.chenyujing1234-netizen/trueai

Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Navmds

4.9/10
io.github.mattlsmith/navmds

Research 7,400+ US doctors: search, semantic search, profiles, reviews & procedure pricing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Handoff

4.9/10
io.github.tiagoyonamine/handoff

IT asset management — track equipment, allocations, and digital responsibility terms for your team.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
ai.redditgrow/mcp

Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, autopilot.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Sofya

4.9/10
co.sofya/sofya

Web search, fetch, extract, and research for AI agents. Markdown output + AI-synthesized answers.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Create Web Page

4.9/10
com.create-web-page/create-web-page

Create, edit, preview, publish, and manage web pages from MCP-capable AI clients.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Archivist Ai

4.9/10
io.github.Astrotomic/archivist-ai

Official remote MCP server for Archivist AI TTRPG campaign memory: characters, sessions, and more.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Influship MCP

4.9/10
io.github.Influship/influship-mcp

Find and analyze influencers with creator search, lookalikes, profiles, posts, and transcripts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Agentic Commerce Catalog

4.9/10
io.github.JasonColapietro/agentic-commerce-catalog

AI music, video, image, and voice tools callable by agents with USDC payments via x402 on Base.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Secondeye MCP Unblock

4.9/10
io.github.This-Is-Hellgate/secondeye-mcp-unblock

Workflow diagnostics, capability routing, and x402 settlement for MCP-compatible agents.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agent Scrape

4.9/10
io.github.hshintelligence/agent-scrape

Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Omnier

4.9/10
io.github.jessesorsa/omnier

Turn signals from email, CRM, and meetings into a prioritized daily sales to-do list.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

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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.