Live · updated 19 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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.

MCP Server

4.1/10
com.knowledge-raven/mcp

Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Spain Legal

4.1/10
com.legalfournier/spain-legal

Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, tax, and contact handoff.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Meme Generator

4.1/10
com.memesio/meme-generator

MCP server for meme generation, template search, caption rendering, and AI meme creation.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Bea

4.1/10
com.olyport/bea

County GDP, personal income, and employment from the Bureau of Economic Analysis

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Bls

4.1/10
com.olyport/bls

Unemployment rates, labor force, and Consumer Price Index from the Bureau of Labor Statistics

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Cdc Places

4.1/10
com.olyport/cdc-places

County and tract-level health outcomes, behaviors, and preventive services from CDC PLACES

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Cdc Wonder

4.1/10
com.olyport/cdc-wonder

Leading causes of death, mortality rates, infant mortality, and drug overdose data

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Census

4.1/10
com.olyport/census

Population, income, poverty, education, housing, and commuting from the US Census ACS

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Census Cbp

4.1/10
com.olyport/census-cbp

Establishment counts, employment, and payroll by geography and NAICS code from Census CBP

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Cms Medicare

4.1/10
com.olyport/cms-medicare

Medicare spending, chronic conditions, hospital quality, readmissions, and enrollment

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Ejscreen

4.1/10
com.olyport/ejscreen

Environmental justice screening indicators, pollution burden, and demographic vulnerability

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fbi Crime

4.1/10
com.olyport/fbi-crime

Crime estimates by type, state arrest data, and national crime trends from the FBI UCR

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fbi Nibrs

4.1/10
com.olyport/fbi-nibrs

National crime incident estimates from NIBRS by offense type, weapon, and location

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Fred

4.1/10
com.olyport/fred

GDP, unemployment, CPI, interest rates, and 800K+ economic time series from the Federal Reserve

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Irs 990

4.1/10
com.olyport/irs-990

Nonprofit lookup and IRS 990 filing data: revenue, assets, and compensation via ProPublica

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Pubmed

4.1/10
com.olyport/pubmed

Search biomedical literature, get article details, find related articles, and explore MeSH terms

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Pga Golf

4.1/10
com.pga/pga-golf

PGA's official MCP Server for all things golf-related. Find a coach, play golf, improve your game.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Phonemcp MCP Server

4.1/10
com.phone-mcp/phonemcp-mcp-server

Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Signup at phone-mcp.com

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

MCP Server

4.1/10
com.produktly/mcp-server

Connect your AI assistant to Produktly. Read changelogs, feedback responses, and roadmap items.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
com.qovery/mcp-server

Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

Governance

4.1/10
com.qualequest/governance

Multi-agent governance: task orchestration, compliance, decision validation, and ML predictions.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Pitt County

4.1/10
com.reilize/pitt-county

20 MCP tools for Pitt County NC real estate — parcels, permits, sales, builders, and foreclosures.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Saas Browser

4.1/10
com.saasbrowser/saas-browser

Search 400k+ SaaS and software companies by category, technology, country, pricing, and more.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Google Analytics Unofficial

4.1/10
com.safe-mcp/google-analytics-unofficial

Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

MCP Server

4.1/10
com.senzing/mcp

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

4.1/10
com.serpstat/mcp

Automate your daily SEO tasks and get results in a few seconds with Serpstat SEO Tools MCP

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
com.sgpdirectory/mcp

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Singapore Business Directory

4.1/10
com.sgpdirectory/singapore-business-directory

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Sigparser

4.1/10
com.sigparser/sigparser

Query contacts, companies, relationships, and communication metrics from SigParser.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Ifrs

4.1/10
com.spocont/ifrs

First MCP for IFRS/IAS reporting. 27 standards, period-end batch, trial balance, XBRL, PDF.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

4.1/10
com.stockfilm/mcp-server

Search and license 217,000+ authentic vintage 8mm home movie clips (1930s-1980s).

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

4.1/10
com.thousandeyes/mcp

ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, events, and tests.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
com.tosheroon/mcp

Real-time Amazon prices, product search, 90-day history, AI forecasts, and price drop alerts.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

4.1/10
com.translatesheet/mcp

Accurate, brand-controlled translation for text, code, images, and documents with terminology.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Tvr MCP

4.1/10
com.truevaluerankings/tvr-mcp

Cryptocurrency fundamentals research and education. Model-derived scores and valuation estimates.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

4.1/10
com.truthifi/mcp

Connects AI agents to live, verified financial data from 18,000+ institutions — ready to reason from

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Kai Agi

4.1/10
com.trycloudflare.annotated-lot-operational-tourism/kai-agi

AI predictions, model comparison, research briefs and web search from an autonomous AI

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Sideways

4.1/10
com.usesideways/sideways

Use Sideways for unexpected questions and lateral thinking prompts to break through mental blocks.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Zeroheight

4.1/10
com.zeroheight/zeroheight

Connect AI assistants to zeroheight styleguides using the Model Context Protocol

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Agentview MCP

4.1/10
de.agentview/agentview-mcp

Display delivery platform for AI agents. Push HTML, dashboards and live data to screens.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Mnemolog

4.1/10
dev.pages.mnemolog/mnemolog

Hosted MCP memory and agent control plane for durable conversations, jobs, and operations.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
directory.brick/mcp

Provides data for LEGO sets, minifigures, parts and elements. Not affiliated with LEGO® Group.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Paki Curator

4.1/10
es.cesaryague/paki-curator

300 contemplative moving art works by César Yagüe. Search, browse, get recommendations.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Caliper

4.1/10
fit.caliper/caliper

Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Occam

4.1/10
fit.occam/occam

Finds the simplest equation consistent with your data. SINDy and PySR symbolic regression via MCP.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Ground

4.1/10
fyi.ground/ground

Reference data API for classification systems, real-time world data, and unit conversions

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Baas

4.1/10
io.chainflip-broker/baas

Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Resume Builder

4.1/10
io.cloudresume/resume-builder

Resume builder with native MCP — create and edit resumes from your AI assistant.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Cloud 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.