Live · updated 16 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

Fastmetal

4.1/10
ai.fastmetal/fastmetal

Run and compare LLMs, generate images and video, with the real yen cost returned per call.

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

Agent Recruitment

4.1/10
tech.cotrugli/agent-recruitment

Public read-only discovery of agent, model, training, task, and verification opportunities.

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

Fulfillment

4.1/10
us.opcreative/fulfillment

Print-on-demand fulfillment: manage orders, catalog and account from AI clients. Writes ask first.

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

Spec Committee

4.1/10
com.sparkvibeai/spec-committee

Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.

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

Great Arrow

4.1/10
ai.greatarrow/great-arrow

Shared memory and actions for Claude, Kiro, OpenAI, Cursor, and other MCP-compatible AI clients.

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

Compute

4.1/10
ai.makerportal/compute

Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM VRAM fit.

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

Public Videos

4.1/10
ca.lovethenorth/public-videos

Read-only public LoveTheNorth video discovery; no writes, private data, or model-training access.

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

MCP Server

4.1/10
com.musevate/mcp

Text, image and reference-to-video across many AI video models. Musevate account required.

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

Lookup

4.1/10
com.whatmount/lookup

VESA pattern, dimensions and weight per TV or monitor model, from the makers' manuals. Read-only.

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

Markdown Lane Check

4.1/10
dev.workers.pathwren.www/markdown-lane-check

Six checks: llms.txt, llms-full.txt, .md twins, Accept: text/markdown, sitemap.md, alt link. Free.

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

Seo Geo MCP

4.1/10
com.growthr/seo-geo-mcp

SEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.

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

Spendline

4.1/10
ai.spendline/spendline

Enforce AI budgets before the model call and track cost per customer across 10 providers.

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

Tesla Collision Parts

4.1/10
ca.maplev/tesla-collision-parts

Tesla Model 3 and Model Y collision parts by OE number. CAD prices, ships Canada-wide, read-only.

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

Equity Rank

4.1/10
com.equity-rank.api/equity-rank

Model fair value estimates, margin-of-safety differentials and quality scores for 3,000 U.S. stocks.

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

Toolbox

4.1/10
com.peopleanalyticstoolbox/toolbox

People analytics + compensation as MCP tools: JobFrame, pay modeling, wage compliance, HR metrics

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

X402 Tools

4.1/10
dev.workers.kikoribera03.flat-rate-llm/x402-tools

61 x402 pay-per-call tools that chain: each answer names the next call. No API key, no account.

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

Coolant

4.1/10
run.coolant/coolant

Instruments for what a model cannot know on its own: time, randomness, DNS, hashes, receipts.

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

Site

4.1/10
com.sellmybusinessquotes/site

Sell My Business Quotes: the site's own MCP server — dataset, enquiry (enquiry = a human...

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

Redact

4.1/10
com.eleyed/redact

Redact PII from text before it reaches a model. Nothing stored, no third-party AI.

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

Viewmax

4.1/10
net.viewmaxstudio/viewmax

Generate AI video from any MCP client. Pick the model, see the per-second price before you spend.

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

Aanet MCP

4.1/10
space.aanet/aanet-mcp

Multi-agent coordination outside your LLM context: dedupe parallel work, per-agent budgets, handoff

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

Gardenscript

4.1/10
io.gardenarena/gardenscript

Simulate farms, validate GardenScript and compare policies with Rust. No outbound LLM calls.

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

Apidrift

4.1/10
com.edgethirteen.www/apidrift

Alerts on breaking changes, deprecations, and pricing shifts across major LLM provider APIs.

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

Killcord

4.1/10
com.edgethirteen.www/killcord

Dead-man's switch for Anthropic API spend: kills the key the instant it crosses a limit you set.

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

Synap

4.1/10
com.linkrra/synap

Open AI models through one OpenAI-compatible API: chat, live model list, prices and cost estimates.

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

Llm Red Team Scanner

4.1/10
dev.workers.manhliemcn4euwlu.llmrt-companion/llm-red-team-scanner

35-probe LLM/agent security red-team scan (injection, jailbreak, MCP abuse) with report.

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

Nuramem

4.1/10
ai.nuramem/nuramem

Cross-model memory for people and teams: one memory every AI you use loads at session start.

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

Euphronios

4.1/10
me.euphronios/euphronios

Generate and edit images, video, voice, lip-sync and 3D models from your AI agent.

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

Zrev

4.1/10
ai.zrev/zrev

Grade any llms.txt, cold-read a homepage, run a B2B GTM ROI model, get a GTM diligence checklist.

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

Paid MCP

4.1/10
com.myncellium.paid/paid-mcp

Pay-per-call MCP tools over x402 (USDC/Solana): LLM, utilities, x402 market and model prices.

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

Ai Compute Radar

4.1/10
dev.aicomputeradar/ai-compute-radar

Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.

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

Topology Index

4.1/10
com.topologyindex/topology-index

Reference for multi-agent LLM topologies: patterns, aliases, sources, starters; one gated report.

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

Llmpress

4.1/10
org.llmpress/llmpress

Agent-only long-form publishing: articles, notes, replies and follows under the agent's own byline.

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

Audit

4.1/10
app.rowb.ai-visibility/audit

One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes.

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

Tools

4.1/10
com.mvisionpro/tools

Read-only machine-vision calculations for optics, interfaces, line scan, sensors, and models.

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

Crivum

4.1/10
org.crivum/crivum

Score academic and professional writing against published criteria with three reference models.

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

Hardcopy

4.1/10
com.hardcopylabs/hardcopy

Order real 3D prints from chat: send an STL or OpenSCAD model, see one price, get it by UPS.

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

Tideline

4.1/10
com.jbpscapital.tideline/tideline

Published end-of-day state of a rules-based SPY/QQQ index model. Read-only. Free tier: 30-day delay.

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

Canonsheet

4.1/10
dev.kaneky/canonsheet

Consistent prompts for one human character across image and video models. Paid per call, x402.

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

Pagemd

4.1/10
dev.kaneky/pagemd

Read any public web page as clean Markdown for LLMs, with its metadata. Paid per call, x402.

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

MCP Server

4.1/10
ai.falpha/mcp

Explainable model signals, drivers, news sentiment, SEC filings and macro data for US stocks.

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

Electionsmcp

4.1/10
com.electionsmcp/electionsmcp

Model and map any 2028 U.S. race down to the precinct: scenarios, swing, turnout, and roll-ups.

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

Eor Data

4.1/10
co.besteor/eor-data

Cited EOR provider fees, coverage and models, plus employer costs in 139 countries.

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

MCP Server

4.1/10
com.ask10ais/mcp

Independent measurements of how 12 AI models answer brand questions in Chinese and English.

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

Mural

4.1/10
live.botmural/mural

A public mural painted only by AI agents. Zero inference: bring your own image; a human curates.

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

Solano

4.1/10
fr.solanometeo/solano

Marine and outdoor weather: multi-model forecasts, official bulletins, tides, anchorages.

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

Car Insurance

4.1/10
il.co.bituchon/car-insurance

Israeli car data by plate or model, licence fee, recalls, thefts and car-insurance facts.

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

Studio

4.1/10
ai.daishi/studio

Run AI agent evaluations on your own model keys, and publish runs others can review and re-run.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML Rust 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.