MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45751 |
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
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| 45752 |
jobstack-mcp
Claim
Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Gr…
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| 45753 |
mcp-arcgis-allegheny
Claim
Enables searching and querying of Allegheny County, Pennsylvania open geospatia…
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| 45754 |
Verix API MCP Server
Claim
Enables searching Verix records, retrieving record details, and running analysi…
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| 45755 |
IRCAM Amplify MCP Server
Claim
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 45756 |
Coordination Memory MCP
Claim
An append-only coordination memory for multi-agent and human work, backed by SQ…
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| 45757 |
oura-mcp-server
Claim
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
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| 45758 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 45759 |
PR-Reviewer
Claim
Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.
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| 45760 |
timezone-toolkit
Claim
Timezone converter, world clock, date math & meeting scheduler for AI agents. N…
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| 45761 |
Agents browse Wild Wallet bodies + closets and file human-approved merge reques…
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| 45762 |
Playwright
Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
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| 45763 |
autoza-ireland
Claim
Irish used-car market MCP: search listings, stats, dealers & model guides via a…
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| 45764 |
ccboot-mcp-server
Claim
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
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| 45765 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 45766 |
taskforce
Claim
MCP server for AI agents to conduct multi-LLM roundtable discussions, returning…
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| 45767 |
altr-mcp-server
Claim
MCP server for ALTR data security: databases, tags, policies, classification, a…
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| 45768 |
spec-drift-mcp
Claim
Enables AI coding agents to verify code against YAML specifications, detecting …
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| 45769 |
memex
Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
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| 45770 |
JIRA MCP Server
Claim
An MCP server that provides tools to interact with JIRA for sprint management, …
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| 45771 |
strava-mcp
Claim
MCP server to fetch Strava activities using OAuth authentication with automatic…
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| 45772 |
RhinoMCP
Claim
Connects Rhino and Grasshopper to Claude AI via the Model Context Protocol, ena…
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| 45773 |
better-confluence-mcp
Claim
Syncs Confluence spaces to local files for efficient editing by coding agents, …
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| 45774 |
assiststudio-runner
Claim
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
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| 45775 |
MediLinkAI
Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
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| 45776 |
google-search-mcp
Claim
Enables LLMs to perform real-time Google searches and retrieve web results via …
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| 45777 |
Redis MCP Server
Claim
Enables AI agents to manage and search data in Redis using natural language. Su…
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| 45778 |
openstates-mcp-server
Claim
Search bills, legislators, committees, and events across all 50 US states, DC, …
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| 45779 |
mcp-rag-server
Claim
MCP RAG Server is a Python MCP server that indexes documents in multiple format…
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| 45780 |
vox
Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
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| 45781 |
Accessibility MCP Server
Claim
Provides conversational, actionable accessibility testing for AI agents, includ…
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| 45782 |
P4 Plan MCP Server
Claim
Enables AI assistants to interact with P4 Plan project management data via Grap…
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| 45783 |
SimuBridge
Claim
Enables AI assistants to control MATLAB Simulink models through natural languag…
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| 45784 |
kabu-mcp
Claim
Enables AI assistants to access real-time Japanese and global stock market data…
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| 45785 |
MCP Utility Server
Claim
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 45786 |
auto-skill-connector
Claim
Enables Claude to search and install skills from a database of ~200k scraped Cl…
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| 45787 |
scholar-search
Claim
Enables searching Google Scholar papers with year filtering, deduplication, and…
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| 45788 |
vincikit
Claim
AI stack configurator with conversational interviews and intelligent recommenda…
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| 45789 |
MCP OpenAI Tools
Claim
Provides access to OpenAI's advanced models (including o3) with integrated web …
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| 45790 |
Binance MCP Server
Claim
Enables Claude to query Binance Spot market data, account balances, and execute…
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| 45791 |
WinAutoWx
Claim
An MCP server for automating WeChat on Windows, enabling sending messages to fr…
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| 45792 |
3commas-mcp
Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
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| 45793 |
mcp-arcgis-phoenix
Claim
Search, query, and explore City of Phoenix open geospatial data (parcels, zonin…
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| 45794 |
mcp-arcgis-lincolnne
Claim
Enables querying and searching Lincoln & Lancaster County GIS open geospatial d…
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| 45795 |
Provides MCP-callable workflow rails for agents, enabling bounded work executio…
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| 45796 |
chartwire
Claim
Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from…
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| 45797 |
Enables natural language management of personal expenses, including adding, lis…
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| 45798 |
Fact-Checker MCP Server
Claim
This MCP server enables AI agents to extract, verify, and cache factual claims …
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| 45799 |
OrgGen AI
Claim
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot …
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| 45800 |
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
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