MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23101 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 23102 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23103 |
mcp-server
Claim
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
|
C 61 4⁄4 | ||||||||
| 23104 |
Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomou…
|
C 61 4⁄3 | ||||||||
| 23105 |
Provides structured spec-driven development workflow tools for AI-assisted soft…
|
C 61 4⁄4 | ||||||||
| 23106 |
A Node.js implementation that enables browsing Git repositories through the Mod…
|
C 61 4⁄4 | ||||||||
| 23107 |
A demo MCP server with tools for getting weather via wttr.in and executing read…
|
C 61 3⁄3 | ||||||||
| 23108 |
Unified context intelligence layer for AI agents, enabling orchestration of mem…
|
C 61 4⁄3 | ||||||||
| 23109 |
Enables querying real-time stock prices, gold, crypto, interest rates, portfoli…
|
C 61 3⁄3 | ||||||||
| 23110 |
MIDI Analyzer MCP Server
Claim
Enables comprehensive analysis of MIDI SMF files including loading, parsing, tr…
|
C 61 4⁄3 | ||||||||
| 23111 |
Provides comprehensive market data, fundamental analysis, and technical indicat…
|
C 61 4⁄4 | ||||||||
| 23112 |
MCP server for YandexGPT — completions, embeddings, classification, summarizati…
|
C 61 3⁄3 | ||||||||
| 23113 |
Enables interaction with Slack workspaces to manage channels, post messages, ad…
|
C 61 4⁄4 | ||||||||
| 23114 |
THU Agent by CyberCraze
Claim
An interactive coding agent and MCP server that provides access to various AI m…
|
C 61 3⁄3 | ||||||||
| 23115 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 23116 |
Semantic + structural code search MCP server for AI-native development.
|
C 61 4⁄3 | ||||||||
| 23117 |
Getting Started with Remote MCP Servers using Azure Functions (Python)
|
C 61 4⁄3 | ||||||||
| 23118 |
Project-scoped semantic workspace memory for AI coding assistants. Watches your…
|
C 61 4⁄4 | ||||||||
| 23119 |
awesome-mcp-hardware
Claim
Awesome list of MCP servers for interacting with hardware and the physical worl…
|
C 61 3⁄3 | ||||||||
| 23120 |
MCP server for Apache Iceberg
|
C 61 4⁄3 | ||||||||
| 23121 |
anyquery
Claim
Query apps with SQL from a single local-first binary; also connects to PostgreS…
|
C 61 4⁄4 | ||||||||
| 23122 |
Enables AI systems to perform full-text and semantic search operations over str…
|
C 61 4⁄4 | ||||||||
| 23123 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 23124 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 23125 |
Credential isolation proxy for AI agents. Injects secrets at the network bounda…
|
C 61 4⁄3 | ||||||||
| 23126 |
MCP server for Porkbun domains and DNS.
|
C 61 4⁄3 | ||||||||
| 23127 |
MongoDB MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation that provides sta…
|
C 61 4⁄4 | ||||||||
| 23128 |
A development server that automatically discovers and exposes tools from the sr…
|
C 61 4⁄3 | ||||||||
| 23129 |
Enables AI agents to interact with web browsers using natural language, featuri…
|
C 61 4⁄3 | ||||||||
| 23130 |
An MCP server that enables LLMs to interact with Notion workspaces via the Noti…
|
C 61 4⁄4 | ||||||||
| 23131 |
MCP server for iCloud (Apple) Calendar access via CalDAV
|
C 61 3⁄3 | ||||||||
| 23132 |
Intelligent agent memory with semantic recall, automatic consolidation, contrad…
|
C 61 4⁄3 | ||||||||
| 23133 |
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
|
C 61 3⁄3 | ||||||||
| 23134 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 23135 |
MCP prompt template server: hot-reload, thinking frameworks, quality gates
|
C 61 4⁄4 | ||||||||
| 23136 |
Provides tools for managing quantitative research knowledge graphs, enabling st…
|
C 61 4⁄4 | ||||||||
| 23137 |
FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation
|
C 61 4⁄3 | ||||||||
| 23138 |
stale-gate-janitor
Claim
Daily 04:00 CT housekeeping over data/approval-gates/
|
C 61 3⁄3 | ||||||||
| 23139 |
An MCP server that transforms markdown notes into an AI-powered knowledge graph…
|
C 61 3⁄3 | ||||||||
| 23140 |
whatsapp_server
Claim
|
C 61 3⁄3 | ||||||||
| 23141 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 23142 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 23143 |
csharp-runner
Claim
fast, secure c# runner
|
C 61 3⁄3 | ||||||||
| 23144 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 23145 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 23146 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23147 |
A simple note-taking MCP server that stores notes and can generate summaries of…
|
C 61 4⁄3 | ||||||||
| 23148 |
Generates DeepWiki-style documentation for private code repositories with RAG-b…
|
C 61 4⁄3 | ||||||||
| 23149 |
Enables querying and analyzing blockchain data from Dune Analytics with Polars-…
|
C 61 4⁄4 | ||||||||
| 23150 |
Enables LLM agents to manage projects, track issues, log work, and integrate wi…
|
C 61 3⁄3 | ||||||||