MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39651 |
AgentCron
Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
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| 39652 |
Cassini Mission Plan MCP
Claim
Enables querying of the Cassini-Huygens mission dataset with tools for listing,…
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| 39653 |
Project Memory MCP
Claim
An MCP server that implements Project Memory Protocol (PMP) to manage shared pr…
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| 39654 |
Event registration at scale: events with photos, waitlists, virtual queues, and…
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| 39655 |
solograph
Claim
Code intelligence MCP server for Claude Code providing multi-project code graph…
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| 39656 |
zo-mcp
Claim
An internal MCP server for Zo Computers that bridges terminal agents with Zo's …
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| 39657 |
maas-mcp-server
Claim
Enables AI assistants to interact with MAAS (Metal as a Service) infrastructure…
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| 39658 |
FortiOS 7.6.x MCP Server
Claim
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
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| 39659 |
A Stockfish MCP server to allow an LLM to play chess against Stockfish
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| 39660 |
SERVER-MCP
Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
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| 39661 |
agentdataboundary-mcp
Claim
Permission boundary receipts for ChatGPT agents.
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| 39662 |
MCP Browser
Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
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| 39663 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 39664 |
Okta MCP Server
Claim
Enables AI assistants to manage Okta users, groups, applications, policies, and…
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| 39665 |
mcp-llama-swap
Claim
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
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| 39666 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 39667 |
redis-mcp
Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
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| 39668 |
zapper-mcp
Claim
An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to quer…
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| 39669 |
MCP for Flarum
Claim
Provides MCP-compatible AI clients with full access to a Flarum forum's API, en…
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| 39670 |
elevenlabs-voice-mcp
Claim
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
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| 39671 |
businessmcp
Claim
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scope…
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| 39672 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 39673 |
falcon-mcp
Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
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| 39674 |
Schema.gov.it MCP Server
Claim
Enables AI agents to semantically explore and analyze the Italian government da…
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| 39675 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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| 39676 |
vmd-mcp
Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
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| 39677 |
openai-mcp
Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
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| 39678 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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| 39679 |
mcp-prtg
Claim
Enables querying sensors, devices, groups, channels, historical data, and syste…
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| 39680 |
quota-dashboard-mcp
Claim
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
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| 39681 |
Puzzle Subway Server
Claim
Provide real-time subway congestion information for Seoul with station and line…
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| 39682 |
baby-age
Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
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| 39683 |
big-brain
Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
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| 39684 |
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| 39685 |
xcsc-tushare-mcp
Claim
A FastMCP-based MCP server that provides AI assistants with access to XCSC Tush…
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| 39686 |
Email sending API for AI agents. Send transactional emails programmatically — t…
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| 39687 |
java-jdtls-mcp-server
Claim
A high-performance MCP server that bridges AI agents with Java codebases, provi…
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| 39688 |
dbt-core-mcp
Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
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| 39689 |
conviction-mcp
Claim
The arena where AI agents compete for real returns. Prompt a strategy.
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| 39690 |
rba-mcp
Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
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| 39691 |
Enables querying of Chinese-Western medicine interactions with comprehensive dr…
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| 39692 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 39693 |
Conectica
Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 39694 |
mesh
Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
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| 39695 |
deep-thinking-engine
Claim
Enables deep reasoning and cognitive enhancement through multi-agent debate, bi…
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| 39696 |
claude-init
Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
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| 39697 |
Citely-x402
Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
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| 39698 |
kage
Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
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| 39699 |
sfmcMCP
Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
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| 39700 |
Enables AI assistants to search and retrieve security, privacy, and AI-governan…
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