MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39951 |
Well-Being Check
Claim
Hosted MCP app for guided anxiety, depression, and well-being self-checks.
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| 39952 |
text-toolkit
Claim
Transform and format text quickly to keep content clean, consistent, and readab…
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| 39953 |
skyspark-mcp
Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
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| 39954 |
Keycloak MCP Server
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Enables management of Keycloak identity and access management through the Keycl…
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| 39955 |
Sparkle MCP Server
Claim
Provides secure file access and clipboard history management for Claude AI and …
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| 39956 |
datev-mcp-server
Claim
A local MCP server for analyzing DATEV bookkeeping data in natural language. It…
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| 39957 |
youtube-transcript-mcp
Claim
The first remote MCP server that enables Claude AI to extract transcripts from …
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| 39958 |
thunder-compute
Claim
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| 39959 |
BluTranslate
Claim
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| 39960 |
GhostQA
Claim
AI personas navigate your web app in real browsers, find bugs and UX issues. No…
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| 39961 |
mcp-zap
Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
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| 39962 |
ssh-mcp
Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
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| 39963 |
Gmail MCP Server
Claim
A high-performance MCP server that enables AI assistants to interact with Gmail…
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| 39964 |
web-network-tools
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DNS lookup, WHOIS, SSL checker, and HTTP status tools. Uses public APIs only, n…
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| 39965 |
Cloaked Agent
Claim
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
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| 39966 |
Fireberry CRM MCP Server
Claim
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
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| 39967 |
NovelAI MCP Server
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Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
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| 39968 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
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| 39969 |
Zen MCP Server
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Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
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| 39970 |
Exa MCP Server
Claim
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
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| 39971 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
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| 39972 |
Web Reader
Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
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| 39973 |
Remote MCP Server
Claim
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
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| 39974 |
Inkwell MCP Server
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Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
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| 39975 |
merakimcp
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| 39976 |
Govbase
Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
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| 39977 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 39978 |
mcp-ad4m
Claim
Enables Claude Code with persistent semantic memory, cross-session context, and…
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| 39979 |
afrikure-mcp
Claim
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| 39980 |
Tap
Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
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| 39981 |
TON Data MCP Server
Claim
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
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| 39982 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 39983 |
mcp-postgres-analytics
Claim
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
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| 39984 |
mcp-langchain-bridge
Claim
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
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| 39985 | — | |||||||||
| 39986 |
Clio MCP Server
Claim
A secure MCP server that integrates with Clio practice management software, all…
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| 39987 |
Catalog MCP
Claim
Standalone read-only MCP server for browsing Oracle HDL business object metadat…
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| 39988 |
Discogs
Claim
Discogs MCP — music release / artist / label database
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| 39989 |
connectwise-manage-mcp
Claim
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
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| 39990 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 39991 |
Statly Docs MCP Server
Claim
Provides AI agents with access to Statly SDK and API documentation, enabling se…
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| 39992 |
organizze-mcp
Claim
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| 39993 |
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
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| 39994 |
mcp-kicad-pcb-inspector
Claim
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
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| 39995 |
context7docs-mcp
Claim
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
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| 39996 |
cpp26-adapter
Claim
C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_p…
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| 39997 |
weather-mcp
Claim
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| 39998 |
octen-mcp
Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
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| 39999 |
wiki
Claim
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| 40000 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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