Live · updated 7 hr ago 16,485 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 16,485
Categories 18
Official Servers 0
Remote-Hosted 7,970

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.

Worms

4.5/10
io.github.pipeworx-io/worms

WoRMS (World Register of Marine Species) MCP — keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Crystallography

4.5/10
io.github.pipeworx-io/crystallography

Crystallography Open Database (COD) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Currents

4.5/10
io.github.pipeworx-io/currents

Currents MCP — wraps the Currents API (currentsapi.services)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Edamam

4.5/10
io.github.pipeworx-io/edamam

Edamam MCP — wraps three Edamam APIs in one pack:

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Emdb

4.5/10
io.github.pipeworx-io/emdb

EMDB (EBI Electron Microscopy Data Bank) MCP — keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Guidetopharmacology

4.5/10
io.github.pipeworx-io/guidetopharmacology

IUPHAR/BPS Guide to PHARMACOLOGY (GtoPdb) MCP — keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Intact

4.5/10
io.github.pipeworx-io/intact

IntAct (EBI) molecular-interaction database MCP. Keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Jpl Ssd

4.5/10
io.github.pipeworx-io/jpl-ssd

NASA/JPL Solar System Dynamics + CNEOS MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Metabolights

4.5/10
io.github.pipeworx-io/metabolights

MetaboLights MCP — EBI's metabolomics study repository.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Opendota

4.5/10
io.github.pipeworx-io/opendota

OpenDota MCP — Dota 2 open stats.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Pdbe

4.5/10
io.github.pipeworx-io/pdbe

PDBe (Protein Data Bank in Europe, EBI) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Powo

4.5/10
io.github.pipeworx-io/powo

POWO (Plants of the World Online, by the Royal Botanic Gardens, Kew) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Predicthq

4.5/10
io.github.pipeworx-io/predicthq

PredictHQ MCP — wraps the PredictHQ Events API (predicthq.com)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Pride

4.5/10
io.github.pipeworx-io/pride

EBI PRIDE Archive MCP — proteomics (mass-spectrometry) data repository.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Protein Atlas

4.5/10
io.github.pipeworx-io/protein-atlas

Human Protein Atlas (HPA) MCP — keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Quickgo

4.5/10
io.github.pipeworx-io/quickgo

QuickGO (EBI) MCP — Gene Ontology browser.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Rhea

4.5/10
io.github.pipeworx-io/rhea

Rhea MCP — expert-curated database of biochemical reactions.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Sgd

4.5/10
io.github.pipeworx-io/sgd

SGD (Saccharomyces Genome Database) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Taginfo

4.5/10
io.github.pipeworx-io/taginfo

OSM Taginfo MCP — statistics on OpenStreetMap tags (keys and key=value pairs).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Thegamesdb

4.5/10
io.github.pipeworx-io/thegamesdb

TheGamesDB MCP — wraps TheGamesDB API (thegamesdb.net), a community

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Tomorrow Io

4.5/10
io.github.pipeworx-io/tomorrow-io

Tomorrow.io MCP — wraps the Tomorrow.io Weather API (api.tomorrow.io/v4)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Va Museum

4.5/10
io.github.pipeworx-io/va-museum

Victoria and Albert Museum (V&A) Collections MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Valorant

4.5/10
io.github.pipeworx-io/valorant

VALORANT reference data MCP (valorant-api.com).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Wikipathways

4.5/10
io.github.pipeworx-io/wikipathways

WikiPathways MCP — open community pathway database.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Shotapi MCP Server

4.5/10
io.github.smallhandsome/shotapi-mcp-server

Screenshot and HTML render MCP server for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.5/10
com.openagenda/mcp

Search, analyze and manage events on OpenAgenda.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Alloy

4.5/10
cx.alloy/alloy

AI workspace — shared knowledge, skills, and tools for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Context Awesome

4.5/10
io.github.bh-rat/context-awesome

MCP server for accessing curated awesome list documentation

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Artsmia

4.5/10
io.github.pipeworx-io/artsmia

Minneapolis Institute of Art (Mia) collection MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Cftc Cot

4.5/10
io.github.pipeworx-io/cftc-cot

CFTC Commitment of Traders (COT) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Crypto Fng

4.5/10
io.github.pipeworx-io/crypto-fng

Crypto Fear & Greed Index MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Digimon

4.5/10
io.github.pipeworx-io/digimon

Digimon API MCP (digi-api.com).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hathitrust

4.5/10
io.github.pipeworx-io/hathitrust

HathiTrust Bibliographic API MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Hgnc

4.5/10
io.github.pipeworx-io/hgnc

HGNC (HUGO Gene Nomenclature Committee) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Idigbio

4.5/10
io.github.pipeworx-io/idigbio

iDigBio biodiversity specimen MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mesh

4.5/10
io.github.pipeworx-io/mesh

NLM MeSH (Medical Subject Headings) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Metmuseum

4.5/10
io.github.pipeworx-io/metmuseum

The Metropolitan Museum of Art Collection MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mfapi India

4.5/10
io.github.pipeworx-io/mfapi-india

MFAPI.in MCP — Indian mutual-fund NAV (net asset value) data.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Nager Holidays

4.5/10
io.github.pipeworx-io/nager-holidays

Nager.Date Public Holidays MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Nasa Cmr

4.5/10
io.github.pipeworx-io/nasa-cmr

NASA CMR (Common Metadata Repository) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Oqmd

4.5/10
io.github.pipeworx-io/oqmd

OQMD (Open Quantum Materials Database) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Osv

4.5/10
io.github.pipeworx-io/osv

OSV.dev (Open Source Vulnerabilities) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Sefaria

4.5/10
io.github.pipeworx-io/sefaria

Sefaria MCP — the free digital library of Jewish texts.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Semanticscholar

4.5/10
io.github.pipeworx-io/semanticscholar

Semantic Scholar Academic Graph MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Usgs Earthquakes

4.5/10
io.github.pipeworx-io/usgs-earthquakes

USGS Earthquake Catalog MCP (FDSNWS event API).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Usgs Water

4.5/10
io.github.pipeworx-io/usgs-water

USGS Water Services (NWIS) MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Warframe

4.5/10
io.github.pipeworx-io/warframe

Warframe MCP (WarframeStat API).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Weather Gc Ca

4.5/10
io.github.pipeworx-io/weather-gc-ca

Environment and Climate Change Canada (ECCC) GeoMet MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code 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.