Live · updated 18 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.

Browse & filter
Top score Most stars Newest
Category All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
6,673–6,720 of 9,861 servers

MCP For Zotero

4.1/10
io.github.AlejandroArnaud/mcp-for-zotero

Connect your Zotero reference library to AI assistants via Model Context Protocol.

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

Jobs

4.1/10
io.jobsbase/jobs

Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.

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

MCP Server

4.1/10
io.samrum/mcp

Access family personality profiles, relationship reports, and relational patterns via AI.

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

Jobs

4.1/10
com.aidevboard/jobs

MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.

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

Events

4.1/10
com.bushdrum/events

City-scoped Bushdrum event search for agents with list_cities and search_events.

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

Gigs

4.1/10
com.emergingtechcenter/gigs

Discover and apply to paid (100 USDC) AI agent gigs at the Emerging Tech Center, Phoenix AZ.

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

Distroverse

4.1/10
media.distro/distroverse

AI-native news publishing: manage publications, write stories, upload media, and browse feeds.

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

MCP Server

4.1/10
ai.fathom.api/mcp

Give your AI assistant real meeting context via Fathom so every output grounded in your work

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

Roboflow MCP

4.1/10
com.roboflow/roboflow-mcp

Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.

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

MCP Server

4.1/10
app.evlek/mcp-server

Live Northern Cyprus property data: listings, prices, yield, legal, neighborhoods (9 tools).

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

Geolocate Me

4.1/10
com.guleki/geolocate-me

Give any AI assistant real-time access to your phone's GPS and location history.

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

Email Deliverability

4.1/10
com.themailx/email-deliverability

Check SPF/DKIM/DMARC/BIMI, blacklists, SMTP/IMAP; DNS lookups; generate email DNS records.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Website → Remote →

Portable

4.1/10
ai.bringyour/portable

Move your AI agent harness between 13 tools, or bootstrap one from GitHub. $49 lifetime.

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

Scout

4.1/10
ai.optimly/scout

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

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

Bookings

4.1/10
com.maggiegeller/bookings

Book appointments with Dr. Maggie Geller OD (Vancouver optometrist; myopia, dry eye, contacts).

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

Bookings

4.1/10
com.trustboundarysystems/bookings

Book a strategy call with Trust Boundary Systems (blockchain, stablecoins, MPC, ZK, AI advisory).

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

Yultrace Audit

4.1/10
com.trycloudflare.candy-josh-writers-balance/yultrace-audit

EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt lookup + MCP probe.

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

Yultrace Bounty Feed

4.1/10
com.trycloudflare.candy-josh-writers-balance/yultrace-bounty-feed

Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub bounties. Read-only.

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

Flatland

4.1/10
com.flatlandfi/flatland

Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Excel export.

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

Yultrace Audit

4.1/10
com.trycloudflare.urgent-clean-occupied-catalogs/yultrace-audit

EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 tools + /trace.

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

Yultrace Bounty Feed

4.1/10
com.trycloudflare.urgent-clean-occupied-catalogs/yultrace-bounty-feed

Bounty-feed search 386 rows across 9 sources (Bountycaster/Dework/Sherlock/Algora/GitHub/Reddit).

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

Cloud Security Scanner

4.1/10
io.github.Kloudle/cloud-security-scanner

AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs

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

MCP Server

4.1/10
com.eventship/mcp

Run in-person events from your AI: create events, manage tickets, attendees, broadcasts.

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

Tarteel MCP Server

4.1/10
io.github.TarteelAI/tarteel-mcp-server

Quran MCP server for translation, tafsir, mutashabihat, recitation playlists, and prayer times.

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

Datamcp

4.1/10
io.github.mironovisa/datamcp

Connect AI tools to your PostgreSQL with permissions, encryption, and audit trails.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote
Website → Remote →

Amplitude

4.1/10
io.github.pipeworx-io/amplitude

Amplitude MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Facebook Ads

4.1/10
io.github.pipeworx-io/facebook_ads

Facebook Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Gmail

4.1/10
io.github.pipeworx-io/gmail

Gmail MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Ads

4.1/10
io.github.pipeworx-io/google_ads

Google Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Analytics

4.1/10
io.github.pipeworx-io/google_analytics

Google Analytics MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Calendar

4.1/10
io.github.pipeworx-io/google_calendar

Google Calendar MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Drive

4.1/10
io.github.pipeworx-io/google_drive

Google Drive MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Sheets

4.1/10
io.github.pipeworx-io/google_sheets

Google Sheets MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Hubspot

4.1/10
io.github.pipeworx-io/hubspot

HubSpot MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Jira

4.1/10
io.github.pipeworx-io/jira

Jira MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Linkedin Ads

4.1/10
io.github.pipeworx-io/linkedin_ads

LinkedIn Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Notion Connect

4.1/10
io.github.pipeworx-io/notion_connect

Notion MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Salesforce

4.1/10
io.github.pipeworx-io/salesforce

Salesforce MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Slack Connect

4.1/10
io.github.pipeworx-io/slack_connect

Slack MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Intelligence

4.1/10
ai.chinamarketing/intelligence

Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.

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

Deepkpi MCP

4.1/10
com.revelata/deepkpi-mcp

Deep fundamental data & SEC filings from public companies — operating KPIs not even in Bloomberg.

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

Analytics Docs

4.1/10
com.gameanalytics/analytics-docs

Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.

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

Hatchable

4.1/10
com.hatchable/hatchable

Build, deploy, and host full-stack web apps from any MCP client. DB, auth, storage, cron included.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote
Website → Remote →

Rebholz Attorney

4.1/10
com.jenniferrebholz/rebholz-attorney

Authoritative information about Jennifer Rebholz, Arizona personal injury attorney and trial lawyer.

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

Knotrik

4.1/10
com.knotrik/knotrik

Query and audit AppSheet apps in natural language via Knotrik's pre-scanned definitions.

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

Jeda Ai

4.1/10
ai.jeda/jeda-ai

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

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

Primeta

4.1/10
ai.primeta/primeta

Give your AI a face, a voice, and a personality. 3D avatars with custom personas.

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

Library

4.1/10
ai.childadhd/library

Clinician-reviewed library on ADHD in children — evaluation, treatment, school, parenting.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

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.
Frequently asked

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.