MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 21152 |
4DA
Claim
Dependency intelligence for AI coding agents. Live CVE scanning, dependency hea…
|
B 71 3⁄3 | ||||||||
| 21153 |
robotics-control-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21154 |
Enables management of LaunchNotes projects and announcements through natural la…
|
B 71 4⁄4 | ||||||||
| 21155 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
|
B 71 3⁄3 | ||||||||
| 21156 |
MCP server for code structure analysis using tree-sitter.
|
B 71 3⁄3 | ||||||||
| 21157 |
A command-line chat interface that connects to an MCP server for reading and ed…
|
B 71 3⁄3 | ||||||||
| 21158 |
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
|
B 71 3⁄3 | ||||||||
| 21159 |
Enables LLMs to discover, understand, and generate Teal R Shiny applications fo…
|
B 71 4⁄3 | ||||||||
| 21160 |
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
|
B 71 3⁄3 | ||||||||
| 21161 |
A lightweight, structured, token-efficient local-first MCP memory server
|
B 71 3⁄3 | ||||||||
| 21162 |
Search dashboards, investigate incidents and query datasources in your Grafana …
|
B 71 4⁄3 | ||||||||
| 21163 |
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
|
B 71 4⁄3 | ||||||||
| 21164 |
MCP server to query Data Commons indicators and observations (base or custom).
|
B 71 4⁄3 | ||||||||
| 21165 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 21166 |
Connects MCP-compatible clients to Distill for converting local documents (PDF,…
|
B 71 3⁄3 | ||||||||
| 21167 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21168 |
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4…
|
B 71 3⁄3 | ||||||||
| 21169 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 21170 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21171 |
Scan any project or website for privacy compliance issues directly in your AI c…
|
B 71 3⁄3 | ||||||||
| 21172 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21173 |
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
|
B 71 3⁄3 | ||||||||
| 21174 |
air
Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
|
B 71 3⁄3 | ||||||||
| 21175 |
portainer-mcp
Claim
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
|
B 71 4⁄4 | ||||||||
| 21176 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 21177 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 21178 |
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
|
B 71 3⁄3 | ||||||||
| 21179 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21180 |
Provides an interface to access and manage JIRA data through the Model Context …
|
B 71 4⁄4 | ||||||||
| 21181 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 21182 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21183 |
An MCP server that connects AI agents to the CrowdStrike Falcon platform for in…
|
B 71 4⁄4 | ||||||||
| 21184 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||
| 21185 |
Provides access to OpenAlex's catalog of 240M+ scholarly works, enabling search…
|
B 71 4⁄4 | ||||||||
| 21186 |
📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and vi…
|
B 71 4⁄3 | ||||||||
| 21187 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 21188 |
Outlook OAuth MCP Server
Claim
Enables interaction with Microsoft Outlook for managing emails and calendars th…
|
B 71 4⁄4 | ||||||||
| 21189 |
A starter project for rapidly developing Model Context Protocol servers using T…
|
B 71 3⁄3 | ||||||||
| 21190 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21191 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 21192 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21193 |
Enables comprehensive PostgreSQL database management through natural language i…
|
B 71 4⁄4 | ||||||||
| 21194 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21195 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21196 |
Network diagnostics — ping, traceroute, DNS lookup, port scanning, and connecti…
|
B 71 3⁄3 | ||||||||
| 21197 |
VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate),…
|
B 71 4⁄3 | ||||||||
| 21198 |
Benchmark, memory, Big O analysis for AI agents
|
B 71 3⁄3 | ||||||||
| 21199 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 21200 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||