Live · updated 14 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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.

Scout MCP Local

4.1/10
com.scoutapm/scout-mcp-local

An MCP server for Scout Monitoring data interactions.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Grantai

4.1/10
com.solonai/grantai

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Server

4.1/10
dev.drengr/server

Eyes and hands for AI agents on Android and iOS devices.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

402 MCP

4.1/10
dev.forgesworn/402-mcp

AI agents discover, pay for, and consume any Lightning-gated API autonomously

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Austrian Law MCP

4.1/10
eu.ansvar/austrian-law-mcp

Austrian federal legislation — statutes and EU cross-references via MCP

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.1/10
io.allourthings/mcp-server

AI-powered household inventory — query everything you own via natural language

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Api

4.1/10
io.fusionauth/mcp-api

Preview release of FusionAuth API MCP server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Unleash MCP

4.1/10
io.getunleash/unleash-mcp

MCP server for managing Unleash feature flags

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Vivesca

4.1/10
org.vivesca/vivesca

Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Gotify MCP

4.1/10
tv.tootie/gotify-mcp

MCP server for self-hosted Gotify push notifications and message management.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Overseerr MCP

4.1/10
tv.tootie/overseerr-mcp

MCP server for Overseerr media requests and discovery.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Logic Server

4.1/10
ai.nocturnus/logic-server

Agent reasoning, memory, and token-optimized context for AI applications.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Stdio Proxy

4.1/10
app.undisk.mcp/stdio-proxy

Undisk MCP: safe file memory for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Ragie

4.1/10
com.mcparmory/ragie

Ingest, manage, and retrieve documents for RAG-powered AI applications

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Ramp

4.1/10
com.mcparmory/ramp

Manage expenses, corporate cards, accounts payable, and accounting integrations

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Rootly

4.1/10
com.mcparmory/rootly

Manage incident alerts, events, and workflows with custom automations

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Semrush Appcenter

4.1/10
com.mcparmory/semrush-appcenter

Manage subscriptions, users, and send event notifications for Semrush apps

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Sentry

4.1/10
com.mcparmory/sentry

Track errors, manage performance alerts, and configure dashboards and monitors

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Trade Router MCP

4.1/10
ai.traderouter/trade-router-mcp

Non-custodial Solana swap & limit order engine for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Shopify Admin

4.1/10
com.mcparmory/shopify-admin

Manage products, orders, customers, inventory, and store configuration

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Shortcut

4.1/10
com.mcparmory/shortcut

Track stories, organize sprints, and manage project workflows across your team

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Agentql

4.1/10
com.mcparmory/agentql

Query webpages and extract structured data using natural language

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Airtable

4.1/10
com.mcparmory/airtable

Create, read, update, and delete records in Airtable bases and tables

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Alchemy Nft

4.1/10
com.mcparmory/alchemy-nft

Retrieve NFT metadata, ownership, and contract details across blockchains

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Bamboohr

4.1/10
com.mcparmory/bamboohr

Manage employee records, time off, benefits, and payroll data

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Builtwith

4.1/10
com.mcparmory/builtwith

Detect technologies and tech stacks used on any website

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Circleci

4.1/10
com.mcparmory/circleci

Manage CI/CD pipelines, workflows, and job metrics across projects

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Clickup

4.1/10
com.mcparmory/clickup

Manage tasks, lists, checklists, comments, and project workflows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Contentful Management

4.1/10
com.mcparmory/contentful-management

Create, update, and publish content across spaces and environments

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Elevenlabs

4.1/10
com.mcparmory/elevenlabs

Convert text to speech, transcribe audio, and dub videos with AI voices

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Globalping

4.1/10
com.mcparmory/globalping

Run network tests (ping, traceroute, DNS) from probes worldwide

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Google Sheets

4.1/10
com.mcparmory/google-sheets

Create, read, and modify spreadsheet data, formatting, and sheets

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Grafana

4.1/10
com.mcparmory/grafana

Manage dashboards, users, teams, alerts, data sources, and access control

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Launchdarkly

4.1/10
com.mcparmory/launchdarkly

Manage feature flags, segments, projects, environments, and team members

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Miro

4.1/10
com.mcparmory/miro

Create and manage collaborative boards, items, and diagrams programmatically

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Outline

4.1/10
com.mcparmory/outline

Create, manage, and organize team documents, collections, and share permissions

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Pdfco

4.1/10
com.mcparmory/pdfco

Extract data, edit, convert, and parse PDF documents with OCR and AI

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Runpod

4.1/10
com.mcparmory/runpod

Launch, scale, and manage GPU pods and serverless endpoints across regions

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Intent Engineering

4.1/10
com.seanwinslow/intent-engineering

Audit, scaffold, and triage agent intent specs against a 9-section template.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Image Diff

4.1/10
com.pulsemcp/image-diff

MCP server for programmatic image comparison and visual diff generation.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Monarch Money

4.1/10
com.pulsemcp/monarch-money

MCP server for Monarch Money — account, transaction, and budget management.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Twist

4.1/10
com.pulsemcp/twist

MCP server for Twist team messaging — manage channels, threads, and messages.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Axf

4.1/10
dev.smartergpt/axf

Manifest-driven AXF capability router for workspace MCP access.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Meta Ads MCP

3.9/10
ai.adweave/meta-ads-mcp

Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.

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

Agentra

3.9/10
ai.agentrapay/agentra

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other Rust sse Remote

Artidrop

3.9/10
ai.artidrop/artidrop

Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.

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

MCP Server

3.9/10
ai.datamerge/mcp

B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.

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

Governance Platform

3.9/10
ai.geodesiclabs/governance-platform

Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.

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