MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23301 |
Local-first code indexer that provides deep code understanding for Claude and o…
|
C 60 4⁄4 | ||||||||
| 23302 |
IOL MCP Server
Claim
A Model-Controller-Proxy server that acts as an intermediary between clients an…
|
C 60 4⁄4 | ||||||||
| 23303 |
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
|
C 60 4⁄4 | ||||||||
| 23304 |
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
|
C 60 4⁄3 | ||||||||
| 23305 |
eKYC Suite
Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
|
C 60 3⁄3 | ||||||||
| 23306 |
just a test of glama
|
C 60 3⁄3 | ||||||||
| 23307 |
Enables structured team communication for Claude Code agents through Slack-like…
|
C 60 4⁄4 | ||||||||
| 23308 |
mcp-mianshiya-server
Claim
基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务,快速让 AI 搜索企业面试真题和答案
|
C 60 3⁄3 | ||||||||
| 23309 |
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
C 60 4⁄4 | ||||||||
| 23310 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive operations including file management, conten…
|
C 60 4⁄4 | ||||||||
| 23311 |
This server facilitates the invocation of AI models from providers like Anthrop…
|
C 60 4⁄3 | ||||||||
| 23312 |
MCP Web Search Server
Claim
Enables privacy-focused web searches, social media lookups, and web archive ret…
|
C 60 4⁄4 | ||||||||
| 23313 |
Enables AI assistants to debug frontend applications by providing direct access…
|
C 60 4⁄3 | ||||||||
| 23314 |
MCP server for CDEK delivery service API — create orders, track shipments, sear…
|
C 60 3⁄3 | ||||||||
| 23315 |
MCP server for integrating Actual Budget with Claude and other LLM assistants.
|
C 60 4⁄3 | ||||||||
| 23316 |
An MCP server that connects AI assistants to Anaplan's Integration API v2, enab…
|
C 60 4⁄4 | ||||||||
| 23317 |
MCP Keyword Search
Claim
Enables keyword searching within text files with configurable case sensitivity,…
|
C 60 4⁄3 | ||||||||
| 23318 |
MCP-Server
Claim
A Flask-based MCP server with web GUI that provides utility tools for mathemati…
|
C 60 4⁄3 | ||||||||
| 23319 |
Wax
Claim
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. M…
|
C 60 4⁄3 | ||||||||
| 23320 |
MCP Server for macOS
Claim
A modern, extensible server that provides a unified interface to control and in…
|
C 60 4⁄3 | ||||||||
| 23321 |
MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns
|
C 60 3⁄3 | ||||||||
| 23322 |
MCP server for creating and editing Rive (.riv) animation files. 139 tools for …
|
C 60 3⁄3 | ||||||||
| 23323 |
A server that enables creating and editing PowerPoint presentations programmati…
|
C 60 4⁄4 | ||||||||
| 23324 |
MCP server for querying a database of 1 million Korean personas with full-text …
|
C 60 3⁄3 | ||||||||
| 23325 |
Enables read-only access to PostgreSQL databases with multi-tenant support, all…
|
C 60 4⁄4 | ||||||||
| 23326 |
A WordPress plugin that implements the Model Context Protocol to enable AI mode…
|
C 60 4⁄4 | ||||||||
| 23327 |
A universal database MCP server supporting simultaneous connections to multiple…
|
C 60 4⁄3 | ||||||||
| 23328 |
An MCP server that provides interaction with StackHawk's security scanning plat…
|
C 60 4⁄3 | ||||||||
| 23329 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||
| 23330 |
Typst MCP Server
Claim
Provides access to Typst documentation, enabling users to search, browse, and r…
|
C 60 4⁄4 | ||||||||
| 23331 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
C 60 4⁄3 | ||||||||
| 23332 |
awesome-ios-ai
Claim
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
|
C 60 3⁄3 | ||||||||
| 23333 |
awesome-dxt-mcp
Claim
🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude…
|
C 60 3⁄3 | ||||||||
| 23334 |
pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetra…
|
C 60 4⁄3 | ||||||||
| 23335 |
A cryptocurrency price service that provides real-time crypto pricing informati…
|
C 60 4⁄4 | ||||||||
| 23336 |
Enables AI assistants to capture and analyze screen content across multi-monito…
|
C 60 4⁄3 | ||||||||
| 23337 |
Advanced MCP Server
Claim
Provides AI coding agents with a secure, sandboxed environment for executing co…
|
C 60 4⁄4 | ||||||||
| 23338 |
|
C 60 4⁄3 | ||||||||
| 23339 |
An MCP server for managing local Calibre libraries using the calibredb CLI. It …
|
C 60 3⁄3 | ||||||||
| 23340 |
A Model Context Protocol server that enables AI agents to interact with Netwrix…
|
C 60 4⁄4 | ||||||||
| 23341 |
MCP Holyrics
Claim
Enables control and automation of Holyrics presentation software through natura…
|
C 60 3⁄3 | ||||||||
| 23342 |
Leaper Vision Toolkit
Claim
Convert images to desired formats or styles seamlessly. Enhance your applicatio…
|
C 60 4⁄4 | ||||||||
| 23343 |
hindsight
Claim
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to m…
|
C 60 4⁄4 | ||||||||
| 23344 |
mcp-manager
Claim
simple web ui to manage mcp (model context protocol) servers in the claude app
|
C 60 4⁄3 | ||||||||
| 23345 |
The only browser automation that bypasses anti-bot systems. AI writes network h…
|
C 60 4⁄3 | ||||||||
| 23346 |
A Model Context Protocol (MCP) integration that allows AI assistants to control…
|
C 60 4⁄4 | ||||||||
| 23347 |
A Model Context Protocol server that enables interaction with Apache SeaTunnel …
|
C 60 4⁄4 | ||||||||
| 23348 |
Enables programmatic management of FortiGate firewall devices through MCP, supp…
|
C 60 4⁄4 | ||||||||
| 23349 |
A WooCommerce (MCP) Model Context Protocol server
|
C 60 4⁄3 | ||||||||
| 23350 |
AI-powered autonomous penetration testing framework with 80+ professional secur…
|
C 60 4⁄3 | ||||||||