MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22001 |
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
|
C 59 3⁄3 | ||||||||
| 22002 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 22003 |
MCP (Model Context Protocol) Configuration Editor
|
C 59 4⁄3 | ||||||||
| 22004 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 22005 |
Financial Modeling Prep MCP Server
|
C 59 4⁄3 | ||||||||
| 22006 |
Linggen - Local RAG
Claim
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
|
C 59 3⁄3 | ||||||||
| 22007 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 22008 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 22009 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 59 4⁄4 | ||||||||
| 22010 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 22011 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 22012 |
Context7 MCP Clone
Claim
Provides up-to-date, version-specific documentation and code examples for softw…
|
C 59 4⁄4 | ||||||||
| 22013 |
mcp_ctl
Claim
A package manager to manage all your mcp servers across platforms
|
C 59 4⁄3 | ||||||||
| 22014 |
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
|
C 59 4⁄4 | ||||||||
| 22015 |
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any M…
|
C 59 4⁄3 | ||||||||
| 22016 |
Enables secure, audited file operations with LLMs by enforcing implementation p…
|
C 59 4⁄3 | ||||||||
| 22017 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 22018 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 22019 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 22020 |
|
C 59 4⁄3 | ||||||||
| 22021 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 22022 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 59 4⁄4 | ||||||||
| 22023 |
|
C 59 4⁄3 | ||||||||
| 22024 |
MasterMCP
Claim
MasterMCP
|
C 59 4⁄3 | ||||||||
| 22025 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 22026 |
This is an auto-generated Model Context Protocol server that enables interactio…
|
C 59 4⁄3 | ||||||||
| 22027 |
Integration server that connects AI assistants to Atlassian products (Confluenc…
|
C 58 4⁄3 | ||||||||
| 22028 |
Enables Claude Desktop to interact with the Kynhood Events API, allowing users …
|
C 58 4⁄4 | ||||||||
| 22029 |
An MCP server that connects to the Resource Hub, allowing centralized configura…
|
C 58 4⁄4 | ||||||||
| 22030 |
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
|
C 58 4⁄4 | ||||||||
| 22031 |
StratEvo
Claim
Quantitative trading: quotes, backtesting, screening, and genetic algorithm str…
|
C 58 3⁄3 | ||||||||
| 22032 |
System Initiative provides AI Native Infrastructure automation that gives you c…
|
C 58 4⁄4 | ||||||||
| 22033 |
mcp-client-go
Claim
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) se…
|
C 58 4⁄3 | ||||||||
| 22034 |
Interact with Upbit cryptocurrency exchange services to retrieve market data, m…
|
C 58 4⁄4 | ||||||||
| 22035 |
An MCP server that enables users to search for Publix products, find store loca…
|
C 58 4⁄4 | ||||||||
| 22036 |
AI-powered portfolio management and investment analysis server that enables the…
|
C 58 4⁄4 | ||||||||
| 22037 |
Nautobot MCP Server
Claim
An integration that enables AI assistants to interact with network data through…
|
C 58 4⁄4 | ||||||||
| 22038 |
A planning server that enables natural language to PDDL conversion, automatic p…
|
C 58 4⁄3 | ||||||||
| 22039 |
MCP server for Udemy instructors to manage courses, reviews, Q\&A, content anal…
|
C 58 3⁄3 | ||||||||
| 22040 |
Enables querying Superlines AI visibility analytics data to track brand perform…
|
C 58 4⁄4 | ||||||||
| 22041 |
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
|
C 58 4⁄3 | ||||||||
| 22042 |
RhinoMCP
Claim
Connects Rhino3D to Claude AI via the Model Context Protocol, enabling AI-assis…
|
C 58 4⁄3 | ||||||||
| 22043 |
Z.ai2api
Claim
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式，支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能；Z.…
|
C 58 4⁄3 | ||||||||
| 22044 |
AkShare MCP Server
Claim
Provides access to historical financial data for US, Hong Kong, and A-share mar…
|
C 58 4⁄4 | ||||||||
| 22045 |
Provides AI assistants with direct access to ServiceTitan's field service manag…
|
C 58 4⁄4 | ||||||||
| 22046 |
An MCP server for searching and downloading academic papers from multiple sourc…
|
C 58 4⁄4 | ||||||||
| 22047 |
Inbound Email MCP Server
Claim
Enables AI assistants to interact with the Inbound Email API to manage domains,…
|
C 58 4⁄4 | ||||||||
| 22048 |
Enables comprehensive control of Android devices via ADB for Flutter developmen…
|
C 58 4⁄3 | ||||||||
| 22049 |
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
|
C 58 4⁄4 | ||||||||
| 22050 |
An MCP server that exposes the llms.txt file and its referenced local or extern…
|
C 58 4⁄3 | ||||||||