MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40651 |
calhacks-2
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| 40652 |
Smart‑Thinking
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Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 40653 | — | |||||||||
| 40654 |
Enables AI agents to create and manage collaborative whiteboards with sticky no…
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| 40655 |
Jackpot Keywords
Claim
MCP server for JackpotKeywords — AI keyword research and AI-visibility (AEO) sc…
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| 40656 |
AI MCP Gateway
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Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
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| 40657 |
cc-tap
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An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
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| 40658 |
Gmail AutoAuth
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Gmail MCP server with auto authentication support for managing Gmail via AI ass…
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| 40659 |
mcp-server-mail-agent
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Multi-account email management server supporting IMAP, Gmail, and Outlook with …
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| 40660 |
CenterPoint Connect
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Streamline property management, construction, and service workflows with Center…
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| 40661 |
Converts documents (PDF, Word, PPT, images, HTML) to Markdown via MinerU API. S…
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| 40662 |
Obsidian HTTP MCP
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First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
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| 40663 |
BioNext-mcp
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Enables bioinformatics analysis through natural language conversations with Cla…
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| 40664 |
soundcloud-mcp-server
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An MCP server that gives Claude access to your SoundCloud library, allowing you…
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| 40665 |
roc-cwa-mcp
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Enables to access Taiwan Central Weather Administration data, including 3-day a…
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| 40666 |
RSpace MCP Server
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Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
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| 40667 |
bogamatic-sac-mcp
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Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba…
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| 40668 |
valyu-mcp
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Enables AI models to retrieve high-quality context from Valyu's API, including …
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| 40669 |
google-maps-mcp
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A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
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| 40670 |
mcp-kubernetes-server
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A lightweight MCP server that enables natural language interaction with Kuberne…
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| 40671 |
growwmcp
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| 40672 |
ado-mcp
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An MCP server that provides Azure DevOps integration for AI assistants, enablin…
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| 40673 |
Higress OPS MCP Server
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Enables comprehensive configuration and management of Higress through the Model…
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| 40674 |
kwork-mcp
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MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
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| 40675 |
livechat-mcp
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Enables continuous voice conversation with AI coding assistants by locally tran…
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| 40676 |
Connect to Oracle databases via MCP, providing secure read-only access with sup…
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| 40677 |
vsphere-mcp-server
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MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 40678 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 40679 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 40680 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 40681 |
precis-mcp
Claim
A uniform API for agents to read, write, and search across papers, documents, c…
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| 40682 |
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
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| 40683 |
pharaoh
Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
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| 40684 |
Whoosh RAG MCP
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An MCP server that provides full-text search over documentation using Whoosh, e…
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| 40685 |
mcp-google-multi
Claim
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
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| 40686 |
grippy-code-review
Claim
Open-source AI code review MCP server for local git diff auditing with determin…
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| 40687 |
Draw.io
Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
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| 40688 |
Basketeer
Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
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| 40689 |
brave-search-mcp-1
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| 40690 |
glintefy
Claim
Provides comprehensive code quality analysis and automated fixing, available as…
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| 40691 |
codex-as-mcp
Claim
Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing s…
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| 40692 |
MCP HTTP Client Server
Claim
A powerful MCP server for making HTTP requests, GraphQL queries, and TCP/Telnet…
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| 40693 |
monarch-mcp2
Claim
Unofficial MCP server for Monarch Money that exposes tools for managing account…
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| 40694 |
reading-companion
Claim
A 4-stage reading companion that helps users set reading goals, discover books,…
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| 40695 |
AllocContext
Claim
Portfolio-aware crypto context for AI agents. Discover holdings, market,
sentim…
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| 40696 |
cognee MCP server
Claim
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
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| 40697 |
search-docs
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| 40698 |
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
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| 40699 |
sui-mcp-server
Claim
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
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| 40700 |
A production-style MCP server that lets Claude Desktop search your local docume…
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