MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60851 |
Kdenlive MCP
Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
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| 60852 |
Remnawave Tools MCP
Claim
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
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| 60853 |
mcp-page-monitor
Claim
Enables monitoring web pages for changes using Playwright, storing snapshots in…
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| 60854 |
Narwal MCP Server Clone
Claim
A TypeScript MCP server for querying React component documentation, searching a…
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| 60855 |
gmail-mcp-server
Claim
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
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| 60856 |
ETSI Standards Connector
Claim
Fetches, parses, and summarizes ETSI telecommunications and media standards doc…
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| 60857 |
ChatGPT Codex Bridge
Claim
Self-hosted MCP server that lets ChatGPT work with your local codebase through …
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| 60858 |
adt-mcp
Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
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| 60859 |
realtimex-cli-mcps
Claim
Enables running arbitrary CLI tools as MCP server tools, configured via environ…
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| 60860 |
JMComic AI
Claim
MCP server enabling AI agents to search, download, and manage JMComic manga via…
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| 60861 |
erdlens
Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
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| 60862 |
greptile
Claim
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| 60863 |
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
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| 60864 |
Enables programmatic access to Meta Ads data and management features, including…
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| 60865 |
langfuse-mcp-extended
Claim
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
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| 60866 |
Linux MCP Server
Claim
A read-only MCP server for Linux and macOS system administration, diagnostics, …
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| 60867 |
assetcache-mcp
Claim
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
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| 60868 |
Google MCP Agent
Claim
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
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| 60869 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 60870 |
meta-ads-mcp
Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
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| 60871 |
RAGFlow MCP Server
Claim
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
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| 60872 |
browser-devtools-mcp
Claim
Enables reading browser DevTools data (tabs, console errors, network requests, …
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| 60873 |
sqlite-mcp-server5
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| 60874 |
basic-mcp-server
Claim
A demonstration MCP server using FastMCP and streamable-http transport. It prov…
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| 60875 |
wealthi-coach-mcp-server
Claim
Read-only MCP server providing Wealthi's AI Coach with scoped access to student…
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| 60876 |
ScopePilot MCP
Claim
A safe and bounded AI-agent security testing framework that enables authorized …
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| 60877 |
BlenderMCP
Claim
MCP server that integrates Blender with CSM.ai 3D assets and LLM agents, enabli…
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| 60878 |
Splitwise MCP Server
Claim
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
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| 60879 |
twitter-mcp
Claim
MCP server for automating Twitter actions like tweeting, liking, retweeting, an…
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| 60880 |
MachineElf
Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
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| 60881 |
SplitwiseMCP
Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
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| 60882 |
todo-mcp
Claim
Enables AI assistants to manage Microsoft To Do tasks via the Graph API, suppor…
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| 60883 |
context-overflow-mcp
Claim
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
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| 60884 |
yuque
Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
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| 60885 |
Provides Large Language Models with real-time access to the latest documentatio…
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| 60886 |
vibie-mcp
Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
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| 60887 |
granola-mcp
Claim
MCP server for Granola that exposes meeting notes, AI summaries, and transcript…
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| 60888 |
publicfinance
Claim
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
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| 60889 |
LLM Memory MCP Server
Claim
A local-first, team-ready MCP server providing durable memory for LLM-based cod…
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| 60890 |
mcp-server-redmine
Claim
Exposes 30 tools to manage Redmine resources (issues, projects, users, time ent…
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| 60891 |
Automata MCP Server
Claim
A plugin-based MCP server built on FastAPI that supports dynamic tool loading, …
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| 60892 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
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| 60893 |
url-text-fetcher
Claim
Enables extracting visible text and links from webpages for content analysis.
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| 60894 |
Enables automated Python code quality checks including linting, complexity anal…
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| 60895 |
SitefinityMCP
Claim
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
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| 60896 |
weather-mcp-demo
Claim
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
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| 60897 |
chatmcp_memory
Claim
Enables large language models to remember past conversations by querying chat h…
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| 60898 |
fibo-mcp
Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
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| 60899 |
cli-orchestrator-mcp
Claim
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
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| 60900 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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