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
23,281–23,328 of 24,275 servers

Omnistream MCP

3.7/10
io.github.soccervortex/omnistream-mcp

MCP server for OmniStream. Lets AI assistants discover and call any marketplace API.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lightbill MCP Server

3.7/10
io.github.lightnet19/lightbill-mcp-server

LightBill ISP billing MCP server: 134 tools (customers, routers, OLT, invoices, payment).

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Pddikti MCP Server

3.7/10
io.github.lightnet19/pddikti-mcp-server

MCP server untuk pencarian data PDDikti: perguruan tinggi, dosen, mahasiswa, prodi (9 tools).

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sinta MCP Server

3.7/10
io.github.lightnet19/sinta-mcp-server

MCP server untuk pencarian dosen, jurnal, dan artikel SINTA Indonesia (9 tools).

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stb MCP Server

3.7/10
io.github.lightnet19/stb-mcp-server

MCP server untuk kelola server STB Armbian: system info, Docker, AdGuard, file ops via SSH.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Wisewall MCP

3.7/10
io.github.ti-ab/wisewall-mcp

Manage WiseWall sites from an AI coding assistant — deploy, configure DNS, secrets, and plans.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mio Cua

3.7/10
io.github.mldlbs/mio-cua

Control this Windows desktop from any MCP client: files, windows, keyboard and mouse.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Soclip

3.7/10
io.github.huangyunbin/soclip

Social video URL to direct media links & metadata (TikTok, YouTube, Instagram, X) for AI workflows.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Rowlite

3.7/10
io.github.pipik-roman/rowlite

Go-based MCP server providing Markdown table file inspection and row-level operations.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Alibreobjectmodel.MCP

3.7/10
io.github.stephensmitchell/AlibreObjectModel.Mcp

MCP server exposing the Alibre Design CAD API: parts, sketches, features, parameters.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Alibrepdmobjectmodel.MCP

3.7/10
io.github.stephensmitchell/AlibrePDMObjectModel.Mcp

MCP server exposing the Alibre PDM vault API: safes, projects, files, properties, versions.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Ucashpay

3.7/10
io.github.uantum/mcp-ucashpay

U.CASH Pay merchant MCP: create checkouts, verify webhooks, read settings. Non-custodial.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

3.7/10
com.appscreenshotstudio/mcp

Generate App Store and Play Store screenshots from your coding agent, at exact store sizes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Analytixus MCP

3.7/10
de.analytixus/analytixus-mcp

Analytixus DnAML repository access (read/write nodes, tree navigation, solutions) via MCP.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Mockpost

3.7/10
io.github.reiarseni/mockpost

Local multi-channel message emulator for E2E testing, with MCP tools for LLM agents.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ordercore MCP

3.7/10
ai.ordercore/ordercore-mcp

Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Memory Vault

3.7/10
io.github.apurv101/memory-vault

Claude-style memory over a local folder via MCP — per-project spaces plus a shared org layer.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Agentavow Trust

3.7/10
com.agentavow/agentavow-trust

Signed, offline-verifiable safety scores for the MCP servers, packages & tools an agent connects to

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Dlms Bridge MCP

3.7/10
io.github.CSOAI-ORG/dlms-bridge-mcp

Bridge DLMS/COSEM smart-meter + energy data to ONE OS — parse, map, govern (IEC 62056 / NIS2 /

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bridge MCP

3.7/10
io.github.CSOAI-ORG/iso20022-bridge-mcp

ISO 20022 / SWIFT finance bridge — parse, validate, modernise, govern (DORA/NIS2/AML).

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bias Audit MCP

3.7/10
io.github.CSOAI-ORG/ll144-bias-audit-mcp

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Thermocouple Its90

3.7/10
io.github.dfieser/thermocouple-its90

NIST ITS-90 thermocouple conversion, all 8 types, cold-junction compensation, NIST-table verified.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bharatlas MCP

3.7/10
io.github.sathya-sankaran/bharatlas-mcp

Query India's open geo data, and author collect maps: register a link, moderate, publish.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Aphelion

3.7/10
io.github.saksham-gagneja-indxx/aphelion

Aphelion: LinkedIn reel automation with AI - upload, caption, schedule, and publish via Claude.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Test MCP Server

3.5/10
ai.alpic.test/test-mcp-server

Alpic Test MCP Server - great server!

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
ai.llmse/mcp

Public MCP server for the LLM Search Engine

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
ai.memestack/mcp

Search and browse a curated gallery of memes, infographics, and visual content.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Meminal

3.5/10
ai.meminal/meminal

Memory for deep conversational context across any platform

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Merchant

3.5/10
ai.shawndurrani/mcp-merchant

Search-only commerce MCP server backed by Stripe (test)

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search sse Remote
Remote →

MCP Registry

3.5/10
ai.shawndurrani/mcp-registry

Search the public MCP Registry; discover servers and copy SSE URLs.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search Rust sse Remote
Remote →

MCP Server

3.5/10
ai.simsense/mcp

Deploy sims to any screen. Control your displays with Claude.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Remote →

MCP Server

3.5/10
ai.simstim/mcp

Deploy sims to any screen. Control your displays with Claude.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Remote →

Server

3.5/10
app.certman/server

Create and manage your own Certificate Authority for internal HTTPS.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
biz.icecat/mcp

Retrieve product specifications and technical details from Icecat's database

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Database sse Remote
Remote →

MCP Server

3.5/10
co.flyweel/mcp-server

Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Hf MCP Server

3.5/10
co.huggingface/hf-mcp-server

Connect to Hugging Face Hub and thousands of Gradio AI Applications

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote
Remote →

Okahu

3.5/10
co.okahu.mcp-registry/okahu

Cloud hosted Okahu MCP server that helps you manage genAI trace data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

1Stdibs

3.5/10
com.1stdibs/1stDibs

MCP server for browsing and searching items on 1stDibs marketplace.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Agent Directory

3.5/10
com.agentry/agent-directory

AI agent directory — search and compare 120+ agents across 12 categories.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Filesystem sse Remote
Remote →

MCP Server

3.5/10
com.amplitude/mcp-server

Search, access, and get insights on your Amplitude data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Cualbet MCP

3.5/10
com.cualbet/cualbet-mcp

Football fixtures, standings, and odds intelligence for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server Template Nodejs

3.5/10
com.fenetresurciel.verylongmcp/mcp-server-template-nodejs

A non functional MCP server (yet)

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.getboothiq/mcp

Query your trade show leads, meetings, and events from BoothIQ

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Chat

3.5/10
com.gitsim/chat

Search, order, and manage eSIM data packages for 190+ countries.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

MCP Server

3.5/10
com.googleapis.androidmanagement/mcp

Remote enterprise management of Android devices and apps

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.googleapis.run/mcp

Deploy applications to Cloud Run

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Remote →

Patent MCP

3.5/10
com.goveda/patent-mcp

AI-powered patent intelligence for search & analysis

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Remote →

Pdfkit

3.5/10
com.hellobasestation/pdfkit

AI-powered PDF tools: fill forms via natural language

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other 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.