Live · updated 5 hr ago 24,275 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 24,275
Categories 18
Official Servers 0
Remote-Hosted 13,444

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 All24,275 Git / Code14411 Other4075 Search2755 Filesystem1002 Database544 Finance342 AI / ML220 Email199 Calendar146 Cloud128 Analytics104 Browser100 Design66 Docs53 DevOps52 Communication37 Web Scraping24 Productivity17
13,345–13,392 of 14,411 servers · Git / Code

Codebook MCP

3.9/10
io.github.nexus-api-lab/codebook-mcp

Exact reference codes for AI agents: countries, currencies with minor units, HTTP status, MIME.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Digest MCP

3.9/10
io.github.nexus-api-lab/digest-mcp

Exact hashing, base64/hex/URL encoding, JWT decoding and UUIDs for AI agents. No auth required.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Ident MCP

3.9/10
io.github.nexus-api-lab/ident-mcp

Checksum validation for AI agents: IBAN, ISBN, EAN/GTIN, UUID, ULID. Deterministic, no auth.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Textops MCP

3.9/10
io.github.nexus-api-lab/textops-mcp

Exact text tools for AI agents: unified diff, patch apply, regex testing, grapheme counting.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Smartmatch

3.9/10
io.github.pkhaninejad/smartmatch

Analyze job listings against your resume, track applications, and generate cover letters.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Facturx Toolkit

3.9/10
io.github.CedricKouma/facturx-toolkit

Validate, extract, repair and generate French Factur-X / EN16931 invoices via AgentForge API

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Fetch Extract

3.9/10
io.github.CedricKouma/fetch-extract

MCP server (stdio): fetch web pages as clean readable markdown via the AgentForge API

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Schema Validate

3.9/10
io.github.CedricKouma/schema-validate

MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Url Alive Check

3.9/10
io.github.CedricKouma/url-alive-check

MCP server (stdio): check if URLs are alive (status, redirects, latency) via the AgentForge API

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Dopamine Shop

3.9/10
io.github.jobimdev/dopamine-shop

A parody shop your AI agent can 'buy' from - deliveries get eaten by whales. 100% fake.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Design System

3.9/10
app.zaklad/design-system

Build and manage your design system with AI: tokens, themes, components, icons, Figma and code.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Shop MCP

3.9/10
io.github.anderseen-digital/shop-mcp

Connect Claude to your Shopify store. Edit themes, pages and products by describing what you want.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Qr Manager

3.9/10
ai.qr-manager/qr-manager

Dynamic QR codes and short links with real-time analytics and AI/MCP integration.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Education MCP

3.9/10
io.github.varvararatta/education_mcp

MCP server for Education

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Git Diff MCP

3.9/10
io.github.varvararatta/git_diff_mcp

MCP server for git_diff_mcp

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Legal MCP

3.9/10
io.github.varvararatta/legal_mcp

MCP server for Legal

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Real Estate MCP

3.9/10
io.github.varvararatta/real_estate_mcp

MCP server for Real Estate

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Speechtotext MCP

3.9/10
io.github.varvararatta/speechtotext_mcp

MCP server for Speech-to-Text

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ecommerce MCP

3.9/10
io.github.varvararatta/ecommerce_mcp

MCP server for E-Commerce

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Security MCP

3.9/10
io.github.varvararatta/security_mcp

MCP server for Security

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Texttospeech MCP

3.9/10
io.github.varvararatta/texttospeech_mcp

MCP server for Text-to-Speech

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Marketing MCP

3.9/10
io.github.varvararatta/marketing_mcp

MCP server for Marketing

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Os Automation MCP

3.9/10
io.github.varvararatta/os_automation_mcp

MCP server for OS Automation

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Airport Transit MCP

3.9/10
io.github.kimnchai/airport-transit-mcp

Incheon Airport (ICN) transit: limo buses, internal shuttles, taxi queues, AREX train schedule.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Bazi Fortune Hub

3.9/10
io.github.tchen6500/bazi-fortune-hub

BaZi (八字) MCP gateway + 玄学社区. 12 tools (4 fortune + 5 forum + 3 meta). x-api-key required.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Miinideck

3.9/10
io.github.suiyang-meta/miinideck

Publish AI-generated HTML to a private, unguessable link, straight from Claude or ChatGPT.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Bazi Api

3.9/10
io.github.ghdejr11-beep/bazi-api

Deterministic Korean Saju / BaZi Four Pillars MCP. Day Master, five elements, compatibility.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Numerology Api

3.9/10
io.github.ghdejr11-beep/numerology-api

Deterministic Pythagorean numerology MCP. Life Path, Destiny, Soul Urge, compatibility. No API key.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Technical

3.9/10
io.github.oswarld/technical

Technical analysis (RSI, MA, signal score) for 9,400+ global stocks, by ticker or name.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Utility Matrix

3.9/10
io.github.helphub369/utility-matrix

Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Quantumscan Pqc Scanner

3.9/10
io.github.gaiabio12-design/quantumscan-pqc-scanner

PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Token Intel

3.9/10
io.github.MikeHunt69702/token-intel

Pay-per-call Solana token risk intelligence: 8 tools via x402. From $0.005 USDC, no API key.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Gold Silver Analytics

3.9/10
io.github.Gren70/gold-silver-analytics

Analytical Re-Rate (RR) Scores + 9-factor breakdowns on ~300 junior precious-metals miners.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Korean Saju Calculator

3.9/10
io.github.minjikim89/korean-saju-calculator

Korean Four Pillars (Saju/BaZi) calculator: pillars, elements, ten gods, sinsal, luck cycles.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Fde Agent

3.9/10
io.github.minjikim89/fde-agent

Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Walnut

3.9/10
com.walnutinvest/walnut

Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Motherwise

3.9/10
io.github.giachi85it-ux/motherwise

Certified hypnobirthing & matrescence content (EN+HU) by practitioner Julia Farkas. Paid via x402.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Chief Of Staff

3.9/10
io.github.ybentov1/chief-of-staff

Your Team0 AI Chief of Staff, reachable from any agent — answers, acts, and coordinates.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Verify

3.9/10
com.kenoodl/verify

Runs your code against a contract; returns HELD or BROKE at the exact input. Deterministic.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Ap Science Diagnostics

3.9/10
io.github.Quantabble/ap-science-diagnostics

Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Centric Demo

3.9/10
io.github.centricai/centric-demo

Try Centric relationship intelligence: Brief Me, Relational IP radar, Draft As. Demo data.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Customswise

3.9/10
io.github.giachi85it-ux/customswise

Practitioner-verified EU customs facts: classification, duty, origin, procedures. x402.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Mattalk

3.9/10
io.github.itpofy2024o/mattalk

AI story generator — create illustrated storybooks, AI songs, and short AI video films

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Filingapi

3.9/10
io.github.jethrokirk-sudo/filingapi

SEC filings, earnings transcripts, guidance signals & macro calendar for S&P 500. 11 MCP tools.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

MCP Judge

3.9/10
io.github.giachi85it-ux/mcp-judge

Scores any MCP server before you trust it: free quick check, full paid report, 2-5 way compare.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Braincloud MCP

3.9/10
com.braincloudservers/braincloud-mcp

Manage brainCloud apps, cloud code, hooks and servers; API lookups to help generate client code.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Japan Weather Alerts MCP

3.9/10
io.github.fujimura-ui/japan-weather-alerts-mcp

Japan weather forecasts and disaster alerts from JMA: forecasts, warnings, and earthquake info.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Hermes Real Estate Data

3.9/10
io.github.seanthings/hermes-real-estate-data

Typed US real-estate feeds: deals, signals, leads. Empty is explained, never pay for a blank.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →
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.