Live · updated 18 hr ago 41,135 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 41,135
Categories 18
Official Servers 0
Remote-Hosted 26,252

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.

Asksteps

3.7/10
co.asksteps/asksteps

Turn a fillable PDF into an online form, build funnels, read submissions.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

One

3.7/10
fr.humanmirror/one

One MCP tool for verified AI-agent outcomes with success-only charging.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Reeldrop

3.7/10
io.reeldrop/reeldrop

Schedule Instagram reels, manage comment-to-DM automations, and read analytics

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http Remote

Data Parrot

3.7/10
ai.dataparrot/data-parrot

Data Parrot brings AI revenue analysis of your HubSpot data into your AI tools.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Promptui

3.7/10
co.promptui/promptui

Build a working web app from a prompt, then deploy it to a live URL.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote

MCP Server

3.7/10
com.cargovox/mcp

CargoVox freight tracking and shipment info via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.falconer/mcp

Search, read, create, update, and organize company knowledge in Falconer.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Hesper Atlas

3.7/10
com.hesperatlas/hesper-atlas

Verify stock signals, replay evidence, provenance, freshness, and caveats.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.karusele/mcp

Search Karusele stainless steel products and get product details via AI agents.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

3.7/10
com.maregeu/mcp

Mar Egeu holiday rentals and travel info via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.nocompensation/mcp

Flight compensation claims info and submission via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.rixfreight-group/mcp

RixFreight logistics quotes and route info via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Source Medium

3.7/10
com.sourcemedium/source-medium

Query your SourceMedium commerce warehouse, Shopify stores, and ad accounts.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.thetavantage/mcp

Remote MCP for options GEX, flow, IV, and wheel. Pro tvk_ key.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Unlisted

3.7/10
com.unlistedhomes/unlisted

Search and explore residential properties that aren't for sale (yet)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Webeyez

3.7/10
com.webeyez/webeyez

Session replays, JS errors, funnel drop-offs and revenue-loss diagnostics.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

MCP Server

3.7/10
ee.coservices/mcp

Coservices marketing and IT agency services directory for AI agents.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Voxjobs Pt

3.7/10
eu.voxs/voxjobs-pt

Job listings in Portugal: search, salary statistics, comparables and companies.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Co Op Now

3.7/10
io.github.anobell/co-op-now

Find co-op games by party size, local/online, platform and crossplay.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Catalog

3.7/10
io.github.atomno-mcp/mcp-catalog

Search MCP servers in the public mcp-catalog.ru directory.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

MCP Server

3.7/10
lt.namiko/mcp

Search NAMIKO fermented drinks products and get product details via AI agents.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

3.7/10
lt.trustpack/mcp

Trustpack packaging quotes and product info via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

3.7/10
net.brazilian-bikinis/mcp

Brazilian Bikinis swimwear catalog and orders via AI agents

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

3.7/10
uk.co.marketingin/mcp

Marketingin agency services directory for AI agents.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

MCP Server

3.7/10
ai.compelling/mcp

AI-native B2B sales research, ranking, and CRM enrichment.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Catalog

3.7/10
com.homeoceutics/catalog

Catalogue public anonyme en lecture seule. Anonymous, read-only public catalog.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
com.lyssna/mcp

Query and summarize research data across tests and surveys

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Photo Ai Studio

3.7/10
com.photoaistudio/photo-ai-studio

AI photos from a selfie across 150+ themes, plus 19 image edits and AI video.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Signagespace

3.7/10
com.signagespace/signagespace

Manage digital signage screens, playlists and media from your AI assistant.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.7/10
se.livespot/mcp

Find concerts, theatre, sport and festivals in Sweden. Authless, read-only MCP.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Authenticated Llm Agent Bcrypt

3.7/10
ai.getvda/authenticated-llm-agent-bcrypt

Authenticated LLM Agent (Bcrypt)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Authenticated Llm Traced Agent

3.7/10
ai.getvda/authenticated-llm-traced-agent

Authenticated LLM Traced Agent

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Authenticated MCP Agent Bcrypt

3.7/10
ai.getvda/authenticated-mcp-agent-bcrypt

Authenticated MCP Agent (Bcrypt)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Authenticated MCP Agent Openai

3.7/10
ai.getvda/authenticated-mcp-agent-openai

Authenticated MCP Agent (Openai)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Authenticated MCP Traced Agent

3.7/10
ai.getvda/authenticated-mcp-traced-agent

Authenticated MCP Traced Agent

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Dynamic Health Monitor

3.7/10
ai.getvda/dynamic-health-monitor

Give it one seed; it finds every service and checks HTTP, TCP, SSL and DNS.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Elasticsearch Mongodb Redis Stack Generator Elasticsearch Elasticsearch

3.7/10
ai.getvda/elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearch

Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Elasticsearch Redis Mysql Stack Generator

3.7/10
ai.getvda/elasticsearch-redis-mysql-stack-generator

Elasticsearch + Redis + MySQL Stack Generator

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Elasticsearch Redis Stack Generator

3.7/10
ai.getvda/elasticsearch-redis-stack-generator

Elasticsearch + Redis Stack Generator

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Elasticsearch Redis Stack Generator Elasticsearch Elasticsearch

3.7/10
ai.getvda/elasticsearch-redis-stack-generator-elasticsearch-elasticsearch

Elasticsearch + Redis Stack Generator (Official Image)

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Encrypted Langchain Session Agent

3.7/10
ai.getvda/encrypted-langchain-session-agent

Encrypted LangChain Session Agent

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Encrypted Langchain Token Agent

3.7/10
ai.getvda/encrypted-langchain-token-agent

Encrypted LangChain Token Agent

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fastapi Auth Token Jwt Service

3.7/10
ai.getvda/fastapi-auth-token-jwt-service

FastAPI Auth Token JWT Service

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Google Oauth Credential Service

3.7/10
ai.getvda/google-oauth-credential-service

Google OAuth Credential Service

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Google Sign In Langchain Agent

3.7/10
ai.getvda/google-sign-in-langchain-agent

Google Sign-In LangChain Agent

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Kafka And Postgres Monitoring Stack

3.7/10
ai.getvda/kafka-and-postgres-monitoring-stack

Kafka and Postgres Monitoring Stack

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Kafka Minio Redis Stack Generator

3.7/10
ai.getvda/kafka-minio-redis-stack-generator

Kafka + MinIO + Redis Stack Generator

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Kafka Redis Minio Stack Generator

3.7/10
ai.getvda/kafka-redis-minio-stack-generator

Kafka + Redis + MinIO Stack Generator

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database 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.