MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22101 |
Structured execution trace and span logging for AI agents
|
C 66 3⁄3 | ||||||||
| 22102 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
C 66 4⁄3 | ||||||||
| 22103 |
Enables interaction with GitHub through the GitHub API, supporting file operati…
|
C 66 4⁄4 | ||||||||
| 22104 |
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
|
C 66 4⁄3 | ||||||||
| 22105 |
WebDAV MCP
Claim
Zero-dependency WebDAV MCP server — single static binary, no Node.js or Python.…
|
C 66 3⁄3 | ||||||||
| 22106 |
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
|
C 66 3⁄3 | ||||||||
| 22107 |
sharplens-mcp
Claim
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find us…
|
C 66 3⁄3 | ||||||||
| 22108 |
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
|
C 66 4⁄4 | ||||||||
| 22109 |
decipher-research-agent
Claim
Turn topics, links, and files into AI-generated research notebooks — summarize,…
|
C 66 4⁄3 | ||||||||
| 22110 |
local-mcp-gateway
Claim
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
|
C 66 4⁄3 | ||||||||
| 22111 |
Enables semantic search across indexed documents using vector embeddings. Index…
|
C 66 4⁄3 | ||||||||
| 22112 |
Enables CRUD operations, content management, and media handling for any Strapi …
|
C 66 4⁄4 | ||||||||
| 22113 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22114 |
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
|
C 66 4⁄3 | ||||||||
| 22115 |
Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
C 66 3⁄3 | ||||||||
| 22116 |
Record and replay AI agent execution for debugging
|
C 66 3⁄3 | ||||||||
| 22117 |
Model Context Protocol server that enables AI assistants like Claude to access …
|
C 66 4⁄4 | ||||||||
| 22118 |
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Mo…
|
C 66 4⁄4 | ||||||||
| 22119 |
MCP server for Intervals.icu — access training, wellness, and performance data …
|
C 66 3⁄3 | ||||||||
| 22120 |
MCP server for Growi Finance — programmatic interaction with the GrowiHFVault o…
|
C 66 3⁄3 | ||||||||
| 22121 |
An MCP server that connects Claude to Trello, enabling comprehensive management…
|
C 66 4⁄3 | ||||||||
| 22122 |
flapi
Claim
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Rea…
|
C 66 4⁄3 | ||||||||
| 22123 |
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
|
C 66 4⁄3 | ||||||||
| 22124 |
Twitter/X tools for AI agents — read timelines, post tweets, search, and engage
|
C 66 3⁄3 | ||||||||
| 22125 |
A server that connects Unity with local large language models through Ollama, e…
|
C 66 4⁄3 | ||||||||
| 22126 |
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
|
C 66 3⁄3 | ||||||||
| 22127 |
A FastMCP server for the scholarly citation landscape that enables LLMs to sear…
|
C 66 3⁄3 | ||||||||
| 22128 |
An MCP server for managing MCP server registries with health checks, duplicate …
|
C 66 3⁄3 | ||||||||
| 22129 |
XActions MCP Server
Claim
Enables AI agents to automate Twitter/X interactions with over 140 tools, requi…
|
C 66 4⁄3 | ||||||||
| 22130 |
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
|
C 66 3⁄3 | ||||||||
| 22131 |
Provides deterministic Python code quality analysis using flake8, mypy, McCabe,…
|
C 66 3⁄3 | ||||||||
| 22132 |
mcp-bsl-platform-context
Claim
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
|
C 66 3⁄3 | ||||||||
| 22133 |
A custom TypeScript MCP Server intended to be used with Claude Code
|
C 66 4⁄3 | ||||||||
| 22134 |
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
|
C 66 3⁄3 | ||||||||
| 22135 |
Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…
|
C 66 4⁄3 | ||||||||
| 22136 |
Provides AI agents with institutional-grade quantitative finance tools includin…
|
C 66 4⁄4 | ||||||||
| 22137 |
MCP server for Slurm workload management and HPC job scheduling
|
C 66 4⁄3 | ||||||||
| 22138 |
A Model Context Protocol server that provides comprehensive control over QuickB…
|
C 66 4⁄4 | ||||||||
| 22139 |
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
|
C 66 4⁄3 | ||||||||
| 22140 |
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG p…
|
C 66 4⁄3 | ||||||||
| 22141 |
An MCP server that enables LLM clients to manage Remnawave VPN panels through 5…
|
C 66 4⁄3 | ||||||||
| 22142 |
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
|
C 66 4⁄3 | ||||||||
| 22143 |
MCP server for AI-assisted coding with development history: git, tests, Copilot.
|
C 66 4⁄3 | ||||||||
| 22144 |
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
|
C 66 4⁄3 | ||||||||
| 22145 |
Voice Mode for Claude Code
|
C 66 4⁄3 | ||||||||
| 22146 |
seq-mcp-server
Claim
A Model Context Protocol (MCP) server providing AI assistants with tools to sea…
|
C 66 3⁄3 | ||||||||
| 22147 |
A standalone server that enables programmatic interaction with Vendure CLI comm…
|
C 66 4⁄4 | ||||||||
| 22148 |
Know if you can trust your MCP server. Trust judgment for AI agents.
|
C 66 3⁄3 | ||||||||
| 22149 |
Aluvia
Claim
The Aluvia MCP server exposes browser session management, geo-targeting, and ac…
|
C 66 3⁄3 | ||||||||
| 22150 |
An MCP server that integrates with Stormware POHODA accounting software via the…
|
C 66 4⁄4 | ||||||||