MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22301 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 22302 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 22303 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||
| 22304 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22305 |
The Atla MCP Server provides a standardized interface for LLMs to interact with…
|
C 65 4⁄4 | ||||||||
| 22306 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||
| 22307 |
Enables natural language trading operations through Alpaca's API, supporting st…
|
C 65 4⁄4 | ||||||||
| 22308 |
A unified interface for major African payment providers including M-Pesa, Payst…
|
C 65 4⁄4 | ||||||||
| 22309 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22310 | C 65 3⁄3 | |||||||||
| 22311 |
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
|
C 65 3⁄3 | ||||||||
| 22312 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22313 |
mcp-swagger-server
Claim
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
|
C 65 4⁄4 | ||||||||
| 22314 |
MCP server for Crunchyroll anime streaming - search anime, manage watchlist, tr…
|
C 65 3⁄3 | ||||||||
| 22315 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22316 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22317 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22318 |
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
|
C 65 4⁄4 | ||||||||
| 22319 |
Transforms AI assistants into a full ML engineering environment for training an…
|
C 65 4⁄4 | ||||||||
| 22320 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22321 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22322 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22323 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22324 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 22325 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22326 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 22327 |
Provides emotional support and mental health tools for AI agents, including cri…
|
C 65 4⁄4 | ||||||||
| 22328 |
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
|
C 65 4⁄4 | ||||||||
| 22329 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||
| 22330 |
Android MCP
Claim
Provides powerful inspection and interaction tools for connected android device…
|
C 65 3⁄3 | ||||||||
| 22331 |
CLI and MCP server for the Qonto banking API
|
C 65 4⁄3 | ||||||||
| 22332 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22333 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22334 |
Implements human-like cognitive architecture for enhanced AI reasoning through …
|
C 65 4⁄3 | ||||||||
| 22335 |
MCP server for Chestnyi Znak — Russian product marking system. 10 tools: codes,…
|
C 65 3⁄3 | ||||||||
| 22336 |
Azan-MCP is an open-source Model Context Protocol (MCP) server that brings a co…
|
C 65 3⁄3 | ||||||||
| 22337 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22338 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 22339 |
MCP Server for Polarion
|
C 65 4⁄3 | ||||||||
| 22340 |
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
|
C 65 4⁄3 | ||||||||
| 22341 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22342 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 22343 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 22344 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 22345 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22346 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22347 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22348 |
|
C 65 3⁄3 | ||||||||
| 22349 |
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
|
C 65 3⁄3 | ||||||||
| 22350 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
