MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58551 |
Static analysis tools for Frappe Framework and ERPNext projects via local stdio…
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| 58552 |
uniprot-mcp
Claim
MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
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| 58553 |
Linkedmash
Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
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| 58554 |
live2d-mcp
Claim
An interactive desktop companion with a Live2D model that can be controlled via…
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| 58555 |
Wellness CGM MCP
Claim
Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via…
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| 58556 |
mcp
Claim
Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access …
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| 58557 |
magento-api-mcp
Claim
Enables searching and retrieving Magento 2 REST API documentation offline via l…
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| 58558 |
ipsymcon-mcp-server
Claim
Enables Claude/agents to read, control, and develop IP-Symcon home automation s…
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| 58559 |
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
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| 58560 |
Cloud Discord
Claim
An MCP server that gives AI agents full admin control over Discord servers with…
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| 58561 |
tavily-proxy-mcp
Claim
A proxy MCP server that connects to Tavily's official Streamable HTTP MCP, mana…
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| 58562 |
repiscope
Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
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| 58563 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
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| 58564 |
Tradecraft MCP
Claim
An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissa…
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| 58565 |
mcp-smithery-exam1
Claim
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| 58566 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 58567 |
mysql-mcp-server
Claim
Enables monitoring and administration of MySQL databases through natural langua…
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| 58568 |
AI Admin API MCP Server
Claim
A read-only MCP server for querying AI provider administration APIs, providing …
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| 58569 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
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| 58570 |
selvans
Claim
A framework that makes any web application natively operable by AI agents throu…
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| 58571 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 58572 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 58573 |
mcp-server-ngrok
Claim
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
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| 58574 |
rag-rat
Claim
Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…
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| 58575 |
chatsave
Claim
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| 58576 |
ebpf-mcp-tracer
Claim
Enables LLMs to safely write and run bpftrace scripts against the Linux kernel …
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| 58577 |
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
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| 58578 |
atlassian-mcp
Claim
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
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| 58579 |
Personal Finance Tracker
Claim
A lightweight MCP server for tracking personal expenses, income, and budget sum…
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| 58580 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
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| 58581 |
openclaw-mcp
Claim
Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing yo…
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| 58582 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 58583 |
MCP server for accessing VS Code/Cursor Local History
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| 58584 |
loom-go
Claim
A thinking assistant MCP server that helps you reason through problems using st…
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| 58585 |
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
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| 58586 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 58587 |
Synap Memory
Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
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| 58588 |
matryca-plumber
Claim
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
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| 58589 |
mcp-ory-kratos
Claim
MCP server for managing Ory Kratos identities, sessions, and authentication flo…
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| 58590 |
Logica Mind
Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
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| 58591 |
ContextHub
Claim
AI memory orchestration server that provides persistent, encrypted context with…
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| 58592 |
groundcheck
Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
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| 58593 |
Quick Demo MCP Server
Claim
A simple MCP server that provides a tool to get the current server time and a r…
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| 58594 |
dearhuman
Claim
Send e-cards to your human. The first store built for AI agents; free, no API k…
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| 58595 |
ebay-mcp
Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 58596 |
YouTube MCP Server
Claim
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
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| 58597 |
Jenkins MCP Server
Claim
A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and…
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| 58598 |
Simple MCP Server
Claim
A Python-based MCP server demonstrating tools for math calculations, time retri…
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| 58599 |
Selenium MCP Server
Claim
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
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| 58600 |
fivem-server-doctor-mcp
Claim
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
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