Live · updated 15 hr ago 15,236 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 15,236
Categories 18
Official Servers 0
Remote-Hosted 7,217

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.

Contracts

3.5/10
org.memoryapi/contracts

US federal contracts, grants, and spending awards

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

Cron

3.5/10
org.memoryapi/cron

Schedule and manage recurring or one-shot tasks

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

Defi

3.5/10
org.memoryapi/defi

DeFi protocol data: TVL, yield pools, and cross-chain analytics

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

Econ

3.5/10
org.memoryapi/econ

US macroeconomic data: inflation, jobs, GDP, energy, and Treasury yields

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

Fec

3.5/10
org.memoryapi/fec

FEC campaign finance data: candidate fundraising, donors, and spending

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

Filing

3.5/10
org.memoryapi/filing

SEC filings, insider trades, and earnings data

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

Flight

3.5/10
org.memoryapi/flight

Live flight departures and airport information

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

Food

3.5/10
org.memoryapi/food

Food and nutrition data: search, macros, and comparisons

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

Geo

3.5/10
org.memoryapi/geo

Geocoding, weather forecasts, and timezone lookups

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

Global

3.5/10
org.memoryapi/global

Global economic data from World Bank and OECD

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

Health

3.5/10
org.memoryapi/health

Health data: NIH grants, WHO statistics, and genetic variants

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

Intel

3.5/10
org.memoryapi/intel

LLM provider intelligence: recommendations, pricing, and status

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

Legal

3.5/10
org.memoryapi/legal

US legal case search: court decisions and company litigation history

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

Market

3.5/10
org.memoryapi/market

Real-time stock quotes, market indices, and institutional holdings

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

Monitor

3.5/10
org.memoryapi/monitor

Ecosystem monitoring: service status and x402 activity metrics

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

Nasa

3.5/10
org.memoryapi/nasa

NASA data: near-Earth objects, space weather, and astronomy pictures

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

News

3.5/10
org.memoryapi/news

Real-time news and trending topics from major sources

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

Patent

3.5/10
org.memoryapi/patent

Patent search and company IP portfolio data

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

Predict

3.5/10
org.memoryapi/predict

Prediction market data and crowd-sourced probability forecasts

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

Property

3.5/10
org.memoryapi/property

US real estate data: home prices, rents, and market trends

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

Rep

3.5/10
org.memoryapi/rep

Agent reputation registry: check, register, and endorse AI agents

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

Research

3.5/10
org.memoryapi/research

Academic research search across PubMed and arXiv

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

Time

3.5/10
org.memoryapi/time

Current time by timezone, astronomy events, and moon phases

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

Json Repair

3.5/10
io.github.CedricKouma/json-repair

MCP server (stdio): repair broken/malformed JSON via the AgentForge API

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Openapi Lint

3.5/10
io.github.CedricKouma/openapi-lint

MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Genflik

3.5/10
io.github.jackkatzman/genflik

Create AI talking-avatar marketing videos from a script or product idea.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Artifact Export Route Identifier

3.5/10
io.github.Wxt-ai/artifact-export-route-identifier

Plan the delivery route for an artifact

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Artifact Export Route Workbench

3.5/10
io.github.Wxt-ai/artifact-export-route-workbench

Register an artifact delivery route

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Budget Planning Units Workbench

3.5/10
io.github.Wxt-ai/budget-planning-units-workbench

Append a scenario planning amount

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Command Summary Option Identifier

3.5/10
io.github.Wxt-ai/command-summary-option-identifier

Plan an option for a runbook example

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Command Summary Option Workbench

3.5/10
io.github.Wxt-ai/command-summary-option-workbench

Catalog a runbook command option

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Content Review Mode Identifier

3.5/10
io.github.Wxt-ai/content-review-mode-identifier

Triage a workspace content item

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Content Review Mode Workbench

3.5/10
io.github.Wxt-ai/content-review-mode-workbench

Queue content for editorial review

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Export Confirmation Style Identifier

3.5/10
io.github.Wxt-ai/export-confirmation-style-identifier

Set confirmation style for a delivery workflow

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Export Confirmation Style Workbench

3.5/10
io.github.Wxt-ai/export-confirmation-style-workbench

Register a delivery confirmation pattern

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Profile Retention Key Identifier

3.5/10
io.github.Wxt-ai/profile-retention-key-identifier

Plan a profile governance setting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Profile Retention Key Workbench

3.5/10
io.github.Wxt-ai/profile-retention-key-workbench

Register a profile governance setting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Project Code Notes Identifier

3.5/10
io.github.Wxt-ai/project-code-notes-identifier

Identify the project handle from an intake note

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Project Code Notes Workbench

3.5/10
io.github.Wxt-ai/project-code-notes-workbench

Append a delivery update to the account ledger

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Record Export Field Identifier

3.5/10
io.github.Wxt-ai/record-export-field-identifier

Prepare a customer record field for reporting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Record Export Field Workbench

3.5/10
io.github.Wxt-ai/record-export-field-workbench

Assemble a reporting export row

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Release Report Label Identifier

3.5/10
io.github.Wxt-ai/release-report-label-identifier

Identify a configuration label for a release brief

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Release Report Label Workbench

3.5/10
io.github.Wxt-ai/release-report-label-workbench

Publish a stakeholder report entry

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Report Style Guidance Identifier

3.5/10
io.github.Wxt-ai/report-style-guidance-identifier

Set the style guidance for an executive report

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Report Style Guidance Workbench

3.5/10
io.github.Wxt-ai/report-style-guidance-workbench

Format a status report for stakeholders

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Routing Contact Identifier

3.5/10
io.github.Wxt-ai/routing-contact-identifier

Select a contact for a client brief

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Routing Contact Workbench

3.5/10
io.github.Wxt-ai/routing-contact-workbench

Log a client communication recipient

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Support Followup Marker Identifier

3.5/10
io.github.Wxt-ai/support-followup-marker-identifier

Digest a support intake marker

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Free · No spam

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.