Live · updated moments ago 18,601 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 18,601
Categories 18
Official Servers 0
Remote-Hosted 9,284

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 All18,601 Git / Code11270 Other2846 Search2156 Filesystem754 Database468 Finance266 AI / ML166 Email147 Cloud96 Calendar96 Analytics79 Browser70 Design51 DevOps42 Docs41 Communication22 Web Scraping16 Productivity15
17,137–17,184 of 18,601 servers

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 →

Management

3.9/10
dev.echorelay/management

Manage EchoRelay relay projects from any MCP client: lines, endpoints, keys, billing, logs, DLQ.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other 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 →

MCP Server

3.9/10
ai.factori/mcp

Real-world location intelligence: foot traffic, trade areas, demographics, site scoring, and more.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Bible App

3.9/10
com.thaiapp/bible-app

Read-only Bible for AI: search & read scripture in Thai & English, plus a daily verse.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Zobrx

3.9/10
com.zobrx/zobrx

Read-only zobrx e-commerce data: P&L, orders, inventory, marketplace, tax & shelf insights.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Email Deliverability

3.9/10
io.inboxguard/email-deliverability

Scan and fix a domain's email deliverability (SPF, DKIM, DMARC, MTA-STS, BIMI, DNS blocklists).

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Remote →

Acopio

3.9/10
dev.acopio/acopio

Search and get recommendations from your own saved catalog of developer tools and services.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Financial Data

3.9/10
ai.rockmoon/financial-data

Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Backlog Forge

3.9/10
com.arcanum-plus/backlog-forge

Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conversa.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Cloud 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 →

MCP Server

3.9/10
com.geekflare/mcp

Geekflare MCP server for scraping, search, screenshots, broken links, DNS lookup, and network tools.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Tomevault

3.9/10
io.github.olijboyd/tomevault

Search, fetch (with provenance), scan, and convert AI instruction files for agents.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Remote →

Studio

3.9/10
net.reogrid/studio

Turn analyzed data into a real Excel-like spreadsheet at a shareable URL: cells, formulas, tables.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Container Loading

3.9/10
net.zhihuo.mcp/container-loading

How many identical cartons fit in a container or space, where they go, plus a 3D loading plan.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Catalog

3.9/10
ai.airshelf/catalog

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search 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 →

Japan Public Ledgers

3.9/10
com.mcp-revenue-empire/japan-public-ledgers

Tamper-evident daily ledgers of 12 Japanese public-data domains, with cross-ledger entity search.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search Rust 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 →

Hipocampo

3.9/10
io.github.carrasquelalex1/hipocampo

Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem sse Remote
Remote →

Mc

3.9/10
io.tacyon/mc

Create, configure, manage Minecraft servers — plugins, files, console, modpacks, backups, metrics.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote
Remote →

Pollar News

3.9/10
news.pollar/pollar-news

Independent European news from Pollar: search, brief, threads, markets. Read-only, no login.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Sports

3.9/10
xyz.spocal/sports

Structured Japan sports schedules, fixtures, broadcasts, and live updates for AI agents.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http 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 →

Ultra Prompt

3.9/10
co.ultraprompt/ultra-prompt

Your prompt library inside your AI: 1,000+ pro templates, frameworks, vocab & pipelines.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Composer

3.9/10
com.agenticpaywall/composer

Composes + runs multi-step external-data workflows for one quoted USDC price (x402).

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Lc Checker

3.9/10
com.tallymesh/lc-checker

Check a letter-of-credit document set for UCP600/ISBP discrepancies before the bank does.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

V12 Dfs

3.9/10
io.github.Jorgeperez0825/v12-dfs

AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineups via MCP.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem 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 →

Roic

3.9/10
ai.roic/roic

ROIC.AI financial data: statements, ratios, prices, and earnings transcripts for public companies.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Teppek

3.9/10
com.teppek/teppek

Map-first global classifieds marketplace — post & find jobs, real estate, vehicles & services

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Proofrelay MCP Verifier

3.9/10
io.genesisre/proofrelay-mcp-verifier

Read-only verifier for 25 ProofRelay MCP tools and non-confidential evidence bundles.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Lsadecrypt MCP

3.9/10
io.github.tambovchanin/lsadecrypt-mcp

Decrypt .lsa/.lsav files from Xiaomi devices. Upload, status, download, pricing.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
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 →

MCP Server

3.9/10
net.gamedev/mcp

Search and cite GameDev.net forums, tutorials, postmortems, and game-industry news.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search 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.