Live · updated 3 hr ago 15,236 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 15,236
Categories 18
Official Servers 0
Remote-Hosted 7,217

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 All15,236 Git / Code9795 Other2028 Search1706 Filesystem579 Database400 AI / ML123 Email104 Finance97 Cloud84 Calendar68 Analytics55 Browser52 Design39 Docs31 DevOps30 Web Scraping15 Productivity15 Communication15
14,065–14,112 of 15,236 servers

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 →

Repage

3.9/10
app.repage/repage

Publish HTML & Markdown to shareable links with versions, comments, and project organization.

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

MCP Server

3.9/10
com.muninx/mcp

Remote MCP server for managing Muninx tickets, messages, ticket search, and support analytics.

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

Rzailabs MCP

3.9/10
com.rzailabs/rzailabs-mcp

Read-only MCP server for RZ AI Labs — query its services, workshops, and contact info.

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

Voipms MCP

3.9/10
io.ecliptical/voipms-mcp

Manage phone numbers, SMS/MMS, voicemail, faxing, and call routing for your VoIP.ms account.

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

Research MCP

3.9/10
io.github.varvararatta/research_mcp

MCP server for Research

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Tachyo

3.9/10
ai.tachyo/tachyo

Crypto market intelligence, token rug-checks, and wallet verification in one MCP server.

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

Token Safety

3.9/10
ai.tachyo/token-safety

Instant rug-check for any EVM or Solana token, distilled to one clear 0-10 risk verdict.

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

Verify

3.9/10
ai.tachyo/verify

Cryptographic proof of wallet ownership in two steps, with no keys and no custody.

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

Vsafe Risk

3.9/10
ai.v-safe/vsafe-risk

KYB risk scores for Israeli companies: sanctions, insolvency, adverse media, cyber, registry.

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

Ferryflight

3.9/10
com.ferryflighthub/ferryflight

Ferry-flight price estimates + aircraft, airport, FAA-registry, route & live-flight data.

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

Korea Flight MCP

3.9/10
io.github.kimnchai/korea-flight-mcp

14 Korean airports flight info + Incheon arrival/departure congestion + facility search.

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

Ai

3.9/10
io.github.branch-docs/ai

Access and search Branch's official API documentation directly within any AI agent or client.

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

Vendor Catalog

3.9/10
com.lvlupauto/vendor-catalog

Independent automotive dealership vendor catalog: scores, comparisons, benchmarks, alternatives.

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

Local Discovery

3.9/10
com.melvea/local-discovery

Find local honey producers near a place or by varietal. Name, location, honey types, and website.

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

App Store Analytics

3.9/10
info.appgoblin/app-store-analytics

Research iOS and Android apps, use keyword marketing tools, see app installs, revenue and sdks.

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

Signals

3.9/10
observer.blacklight/signals

Realizability-gated Hyperliquid & Polymarket wallet copyability, risk & smart-money signals.

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

Wechat Channels Insights

3.9/10
com.52choujiang/wechat-channels-insights

WeChat Channels hot search, video search/details, comments/replies, users, transcript.

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

Weibo Insights

3.9/10
com.52choujiang/weibo-insights

Weibo hot search, post search/details, comments/replies, users, posts, transcript.

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

Synthesis

3.9/10
com.kenoodl/synthesis

kenoodl surfaces the hidden pattern the model can't reach on its own. Call when reasoning loops.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

MCP Server

3.9/10
com.quintadb/mcp

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

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

MCP Server

3.9/10
ru.quintadb/mcp

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

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

MCP Server

3.9/10
ua.com.quintadb/mcp

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

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

Spoonjoy

3.9/10
app.spoonjoy/spoonjoy

Your personal recipe kitchen: save, fork, and cook recipes, build cookbooks, and shopping lists.

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

Arcat

3.9/10
com.arcat/arcat

Search building products & manufacturers for AI agents: CAD, BIM, specs by CSI from arcat.com

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

MCP Server

3.9/10
com.timill/mcp

Shared Timill Cloud server: query and edit your work-platform data with full per-user RBAC.

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