MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43101 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
— | ||||||||
| 43102 |
Perplexity MCP Server
Claim
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
|
— | ||||||||
| 43103 |
used-tempon
Claim
Enables logging time to Tempo (Jira time tracker) via natural language in Claud…
|
— | ||||||||
| 43104 |
Semantica Search MCP
Claim
Semantic code search for Claude Code, enabling natural language codebase indexi…
|
— | ||||||||
| 43105 |
Doc Monitor MCP
Claim
Enables AI agents to monitor web documentation for changes, perform semantic se…
|
— | ||||||||
| 43106 |
ultrastealth
Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
|
— | ||||||||
| 43107 |
research-mcp
Claim
MCP server for searching, retrieving, and extracting full-text PDFs from arXiv …
|
— | ||||||||
| 43108 |
Astro Skill MCP Server
Claim
Provides Vedic astrology calculations (kundali, dasha, panchang, yoga) and Hind…
|
— | ||||||||
| 43109 |
cg-agent-kit
Claim
Enables AI agents to design hardware by writing C-like HDL and compiling it to …
|
— | ||||||||
| 43110 |
teachermall-mcp
Claim
Enables natural language search of Teachermall products and provides smart reco…
|
— | ||||||||
| 43111 |
OpenAlex MCP Server
Claim
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
|
— | ||||||||
| 43112 |
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
|
— | ||||||||
| 43113 |
Provides 170+ tools to manage UniFi networks via the internal controller API, e…
|
— | ||||||||
| 43114 |
agent-guard-mcp
Claim
Verify-before-act safety tools for AI coding agents, providing MCP tools to che…
|
— | ||||||||
| 43115 |
Enables AI assistants to perform Aerodrome Finance DEX operations on Base chain…
|
— | ||||||||
| 43116 |
Hasan Orchestrator
Claim
An MCP server that orchestrates multiple devices (mobile, desktop, laptop) via …
|
— | ||||||||
| 43117 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through the Model Context Protocol, …
|
— | ||||||||
| 43118 |
magicavoxel-mcp
Claim
Enables creating, modifying, and managing MagicaVoxel .vox files through natura…
|
— | ||||||||
| 43119 |
redash-mcp
Claim
Model Context Protocol (MCP) server for Redash - manage queries, dashboards, an…
|
— | ||||||||
| 43120 |
compliance-mcp
Claim
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
|
— | ||||||||
| 43121 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
|
— | ||||||||
| 43122 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
|
— | ||||||||
| 43123 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
|
— | ||||||||
| 43124 |
kimi-api-mcp
Claim
MCP server that provides file operations and Moonshot API-powered tools (reason…
|
— | ||||||||
| 43125 |
Inkwell MCP Server
Claim
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
|
— | ||||||||
| 43126 |
hiel_excel_mcp
Claim
An optimized Excel MCP server with 25+ tools for creating, reading, writing, fo…
|
— | ||||||||
| 43127 |
globus-mcp
Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
|
— | ||||||||
| 43128 |
A local-first personal AI agent infrastructure that extends Claude Desktop with…
|
— | ||||||||
| 43129 |
suitest-docs
Claim
Enables searching and retrieving pages from the Suitest documentation via full-…
|
— | ||||||||
| 43130 |
LM Studio MCP Bridge
Claim
Enables MCP clients to interact with local LLMs via LM Studio, supporting dynam…
|
— | ||||||||
| 43131 |
n8n MCP Server
Claim
Enables AI assistants to search, validate, and manage n8n workflows, providing …
|
— | ||||||||
| 43132 |
konquest-meta-ads-mcp
Claim
A Windows-ready MCP server to manage Meta Ads with Claude Code, providing ad cr…
|
— | ||||||||
| 43133 |
GitAgentic MCP Server
Claim
Enables AI models like Claude or GPT to interact with a decentralized git netwo…
|
— | ||||||||
| 43134 |
claude-fde-showcase
Claim
MCP server demonstrating FDE primitives: TF-IDF search, extractive summarisatio…
|
— | ||||||||
| 43135 |
project-explorer-mcp
Claim
Analyzes Python project structure by exploring directory trees, extracting outl…
|
— | ||||||||
| 43136 |
todoist-api-mcp
Claim
MCP server for Todoist API integration, allowing management of tasks, projects,…
|
— | ||||||||
| 43137 |
mcp-arcgis-phoenix
Claim
Search, query, and explore City of Phoenix open geospatial data (parcels, zonin…
|
— | ||||||||
| 43138 |
Ceedling MCP Server
Claim
Bridges LLMs to the Ceedling C unit testing framework, enabling test execution,…
|
— | ||||||||
| 43139 |
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
|
— | ||||||||
| 43140 |
personal-kg-mcp
Claim
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
|
— | ||||||||
| 43141 |
Cloud Memory MCP
Claim
A minimal, tag-free personal memory system that syncs across all Claude interfa…
|
— | ||||||||
| 43142 |
local-spark-mcp
Claim
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
|
— | ||||||||
| 43143 |
PLUMED2 MCP Server
Claim
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
|
— | ||||||||
| 43144 |
mcp-speedrun
Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
|
— | ||||||||
| 43145 |
lunar
Claim
Browser-based geometry processing server that enables AI agents to create geome…
|
— | ||||||||
| 43146 |
mitmproxy-mcp
Claim
Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…
|
— | ||||||||
| 43147 |
Modular RAG MCP Server
Claim
A pluggable, observable modular RAG service framework that exposes tool interfa…
|
— | ||||||||
| 43148 |
bima-mcp
Claim
MCP server for Kenya insurance intelligence, providing tools to query insurance…
|
— | ||||||||
| 43149 |
census-mcp-server
Claim
A production-grade MCP server for querying U.S. Census Bureau data (ACS 5-Year …
|
— | ||||||||
| 43150 |
ContextBolt Bookmarks
Claim
AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…
|
— | ||||||||