MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30951 |
Monitors and analyzes GitHub repository health by detecting stale branches, old…
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| 30952 |
InBiot MCP Server
Claim
Provides real-time air quality monitoring and historical data analysis for InBi…
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| 30953 |
branddev
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| 30954 |
vorim-mcp-server
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AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
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| 30955 |
Rybbit MCP Server
Claim
An MCP server for interacting with the Rybbit Analytics API, enabling querying …
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| 30956 |
Enables Claude to manage user profiles, consents, and context via Apache Unomi …
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| 30957 |
mcp-molecules
Claim
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
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| 30958 |
MCP Context Hub
Claim
A local MCP server for RAG memory, semantic search, and context optimization us…
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| 30959 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 30960 |
Lightning Wallet MCP
Claim
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
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| 30961 |
Video Loom
Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
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| 30962 |
LightRAG MCP Server
Claim
Enables AI assistants to manage documents, query knowledge graphs, and perform …
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| 30963 |
Hermes Squad
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Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
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| 30964 |
Decodo MCP Server
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Enable your AI agents to scrape and parse web content dynamically, including ge…
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| 30965 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 30966 |
ijfw
Claim
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI co…
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| 30967 |
SSH MCP Server
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Enables Claude to execute commands on remote servers via SSH, with support for …
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| 30968 |
RugSense
Claim
Agent-native scored launch intelligence for Base blockchain, providing opportun…
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| 30969 |
MCP PJe Server
Claim
Enables interaction with Brazil's Electronic Judicial Process (PJe) system to s…
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| 30970 |
ocpi-sdk
Claim
MCP server for the OCPI SDK that enables AI-assisted communication with EV char…
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| 30971 |
Double + 5
Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
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| 30972 |
Enables management of sports video metadata with PostgreSQL backend, supporting…
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| 30973 |
exa-knowledge-mcp
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| 30974 |
AgentTrust
Claim
Free email for AI agents, instant messaging between agents, and cloud file stor…
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| 30975 |
Library Docs MCP Server
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Searches and fetches real-time documentation for libraries like Langchain, Open…
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| 30976 |
Brewteco MCP Server
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Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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| 30977 |
Sublime Text MCP
Claim
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
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| 30978 |
A2AL Daemon
Claim
Makes any AI agent globally reachable and discoverable—no cloud, domain, or por…
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| 30979 |
ToolBooth
Claim
Toolbooth eliminates API key friction for AI agents. Instead of managing
doze…
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| 30980 |
HotelZero
Claim
MCP server that searches hotels on Booking.com with 80+ filter options using Pl…
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| 30981 |
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
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| 30982 |
Planka MCP Server
Claim
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
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| 30983 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 30984 |
BMLT Meetings
Claim
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
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| 30985 |
connorgallic
Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
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| 30986 |
mcp-snowflake
Claim
A Model Context Protocol server that connects to Snowflake databases and execut…
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| 30987 |
@isteam/linkedin-mcp
Claim
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
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| 30988 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 30989 |
realtime-news
Claim
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
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| 30990 |
argocd-mcp
Claim
Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deploy…
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| 30991 |
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
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| 30992 |
n8n-workflow-builder
Claim
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| 30993 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 30994 |
Reactive Resume
Claim
Reactive Resume is a free and open-source resume builder designed to simplify t…
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| 30995 |
mcp-practice
Claim
MCP server for Cursor that automates HR tasks such as employee onboarding, intr…
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| 30996 |
turtlestack-lite
Claim
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
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| 30997 |
wealify-kpi-mcp
Claim
Read-only MCP server for Wealify KPI dashboard that allows AI agents to query K…
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| 30998 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 30999 |
ContextVM MCP Bridge
Claim
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
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| 31000 |
model-context-protocol
Claim
MCP server enabling real-time weather queries via Tavily API and internet usage…
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