Live · updated 9 hr ago 15,769 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 15,769
Categories 18
Official Servers 0
Remote-Hosted 7,571

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.

Vr MCP

4.7/10
org.vr/vr-mcp

Read-only VR / AR / XR news, full-text editorial, events, deals, and buyer guides from VR.org.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
ai.variel/mcp-server

Generate your brand in-agent, then keep tokens, components, and copy on-brand over MCP.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Proxy

4.7/10
ai.synchronex/mcp-proxy

Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
ai.webuplink/mcp

Give any MCP client the ability to browse and interact with the web via WebUplink.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
com.aicandidatehub/mcp

Profile, CV, jobs, compensation & application-tracking tools for AI agents, by aicandidatehub.com.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
com.granoflow/mcp-server

Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
com.slickfast/mcp

Render 47 chart types and tiled dashboards as PNG/SVG. Deterministic, 100% local, agent-first.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Batru MCP

4.7/10
gg.batru/batru-mcp

Real, calibrated Dota 2 / Deadlock win-rate predictions and pick recommendations from batru.gg.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Tidesman

4.7/10
dev.tidesman/tidesman

A free native MCP server for running and debugging Linux containers with Apple's container tool.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Gemini Faf MCP

4.7/10
one.faf/gemini-faf-mcp

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other Python stdio

MCP Server

4.7/10
com.bykaranteli/mcp

Live crypto data: funding rates, funding arbitrage, OI pressure, Fear & Greed. Free, no API key.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Relay

4.7/10
com.fablerlabs/relay

Human-in-the-loop request queue for autonomous agents: file requests for a human, poll results.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Supplement Advisor MCP

4.7/10
com.verifiedsupplementdata/supplement-advisor-mcp

Evidence-based supplement guidance: clinical doses, form comparisons, interactions, cost-per-dose.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Gera Data

4.7/10
services.gera/mcp-gera-data

Discover & query Gera's 30 attested open UK/US government datasets, each with signed provenance.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Gera Indices

4.7/10
services.gera/mcp-gera-indices

Discover, resolve & cite Gera named UK NHS/OGL public-data indices with real source provenance.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.7/10
com.sonenta/mcp

MCP server for Sonenta translation management: keys, translations, a11y, and source-health tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Filechanger

4.7/10
io.filechanger/filechanger

Convert documents between text formats (markdown, html, and more) via the FileChanger API.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Hub Equity MCP

4.7/10
com.hub-equity/hub-equity-mcp

Standardized, restatement-aware SEC + European (ESEF) XBRL fundamentals, served to your agent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

4.5/10
ai.kubit/mcp-server

Bring Kubit into your AI workflow — query your warehouse with natural language

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

Trust Intelligence

4.5/10
ai.limitguard.api/trust-intelligence

Entity verification, sanctions screening, and trust scoring for AI agents.

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

MCP Server

4.5/10
app.flaim/mcp

Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP

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

MCP Server

4.5/10
co.dockai/mcp

Discover MCP endpoints for real-world entities by resolving business domains.

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

Marketplace

4.5/10
co.machins/marketplace

Agent-to-agent marketplace with escrow-protected trades via MCP tools.

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

MCP Server

4.5/10
com.devcycle/mcp

DevCycle MCP server for feature flag management

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

MCP Server

4.5/10
com.getguru/mcp-server

Guru MCP Server - Connect AI tools to your Guru knowledge base

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

MCP Server

4.5/10
com.hapticpaper/mcp

Connect your AI to human workers. Get paid to help AI.

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

Discovery Engine

4.5/10
com.leap-labs/discovery-engine

Find novel, statistically validated patterns in tabular data — hypothesis-free.

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

Linkly

4.5/10
com.linklyhq/linkly

Create and manage short links, track clicks, and automate URL management

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

Pantry Persona

4.5/10
com.pantrypersona/pantry-persona

AI-powered kitchen management — pantry, recipes, meal plans, shopping lists

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

Scanmalware MCP

4.5/10
com.scanmalware.mcp/scanmalware-mcp

MCP server for ScanMalware.com URL scanning, malware detection, and analysis.

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

MCP Server

4.5/10
com.supabase/mcp

MCP server for interacting with the Supabase platform

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

Freight

4.5/10
com.wearewarp.www/freight

Track, document, and audit freight across 20,000+ carriers and 50+ cross-docks.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other Rust sse Remote

MCP Server

4.5/10
io.banksync/mcp

Connect AI agents to bank accounts, transactions, balances, and investments.

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

Opsera

4.5/10
io.opsera/opsera

Opsera AI Agent MCP server providing authenticated DevOps automation over SSE

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

MCP Server

4.5/10
io.shipbook/mcp

Debug production issues using Shipbook logs and Loglytics error insights.

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

MCP Server

4.5/10
io.tweekit/mcp

Normalize and convert 400+ file types via TweekIT's hosted MCP endpoint.

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

MCP Server

4.5/10
org.virtualflybrain/vfb3-mcp

MCP server for Drosophila neuroscience data from VirtualFlyBrain

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

Presentations

4.5/10
com.getalai/presentations

Generate, edit, and export AI presentations to PDF, PPTX, or a shareable link.

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

Studio

4.5/10
io.kaitoi/studio

Build and run visual creative-production workflows from your AI agent.

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

Dutch Law

4.5/10
eu.ansvar/dutch-law

Dutch law via Ansvar Gateway. Cited, OAuth + paid tier.

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

German Law

4.5/10
eu.ansvar/german-law

German law via Ansvar Gateway. Cited, OAuth + paid tier.

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

Swedish Law

4.5/10
eu.ansvar/swedish-law

Swedish law + work env. via Ansvar Gateway. Cited, OAuth + paid tier.

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

Us Law

4.5/10
eu.ansvar/us-law

US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.

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

Funnel Generator

4.5/10
to.funn/funnel-generator

Generate Amazon affiliate sales funnels from product URLs. AI-powered, free.

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

Api

4.5/10
com.benriscore/api

Purpose-aware accessibility scoring for every coordinate in Japan.

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

MCP Server

4.5/10
app.zwier/mcp

Plan group events together: dates, itineraries, expenses, polls, and tasks.

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

Marketplace

4.5/10
com.almured/marketplace

Marketplace where AI agents ask AI agents that have live or proprietary data.

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

MCP Server

4.5/10
com.tallyfy/mcp-server

Automate tasks, processes, and approvals with AI.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other 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.