MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57951 |
jlink-mcp
Claim
Enables AI assistants to debug embedded devices via SEGGER J-Link probes, inclu…
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| 57952 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 57953 |
mcp-gemini-assistant
Claim
Enables Claude Code to consult Gemini for complex coding problems with session …
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| 57954 |
Pigeon MCP Server
Claim
A kanban board MCP server that enables AI agents to read and write project boar…
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| 57955 |
zephyr-squad-server-mcp
Claim
An MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Cent…
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| 57956 |
notify-mcp
Claim
Provides a send_notification MCP tool for push notifications to mobile devices,…
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| 57957 |
treasury-fiscaldata-mcp
Claim
Enables querying U.S. Treasury fiscal data including debt, interest rates, auct…
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| 57958 |
Enables interaction with the Upstox trading API via natural language to fetch u…
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| 57959 |
A self-hosted web search and page extraction service adapter that bridges your …
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| 57960 |
Modular RAG MCP Server
Claim
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
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| 57961 |
AI-Kline MCP Server
Claim
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
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| 57962 |
ltspice-mcp
Claim
MCP server for automating LTspice on macOS, enabling simulation, schematic gene…
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| 57963 |
calendly-mcp
Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
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| 57964 |
GraphMemory-IDE
Claim
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 57965 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 57966 |
Verity
Claim
A multi-agent verification MCP server that uses cross-family LLM critics, NLI, …
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| 57967 |
hailuo-mcp
Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
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| 57968 |
AgentTemp MCP
Claim
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
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| 57969 |
mcp-eu-sparql
Claim
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
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| 57970 |
paas-automation
Claim
AI驱动的PaaS平台任务自动化MCP服务器,支持通过自然语言创建、查询、更新开发任务,自动管理认证和Token。
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| 57971 |
n8n-mcp
Claim
Nine-tool MCP server for n8n: generate workflow JSON from natural language, lin…
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| 57972 |
A deployable MCP server on Cloudflare Workers that allows you to create custom …
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| 57973 |
JIRA MCP
Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
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| 57974 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
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| 57975 |
Bolna MCP Server
Claim
Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
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| 57976 |
developer-presence-mcp
Claim
Enables querying GitHub repos and stats, and managing DEV.to articles (list, cr…
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| 57977 |
World Cup Stats MCP
Claim
Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018…
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| 57978 |
Linux MCP Server
Claim
Exposes full Linux system control to AI clients via MCP tools for bash executio…
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| 57979 |
VRMCP
Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
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| 57980 |
Enables searching Turkish Court of Cassation (Yargıtay) precedent decisions via…
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| 57981 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 57982 |
TeamSpeak MCP Server
Claim
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
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| 57983 |
BlenderMCP
Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 57984 |
mcp-opentym
Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
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| 57985 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 57986 |
local-mmcp
Claim
Local multimodal MCP server for vision, document, audio, video, and GUI automat…
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| 57987 |
OpenAI-compatible MCP server for running image analysis tools against your own …
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| 57988 |
jgrants-mcp-server
Claim
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
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| 57989 |
wavekit-mcp
Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
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| 57990 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 57991 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 57992 |
ElevenLabs
Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
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| 57993 |
yek-mcp
Claim
Enables natural language querying of the Turkish Manuscript Institution's catal…
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| 57994 |
Design Feeds MCP
Claim
Enables browsing and reading curated design and photography feeds, as well as f…
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| 57995 |
obsidian-mcp
Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
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| 57996 |
mssql-explorer-mcp
Claim
A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL …
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| 57997 |
mcp-business-feeds
Claim
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
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| 57998 |
Institutional AI market intelligence: squeeze scanner, options flow, council ve…
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| 57999 |
MCP Code Crosscheck
Claim
Enables AI-assisted code review with bias mitigation strategies through cross-m…
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| 58000 |
Enables querying Maltese cybersecurity regulations, decisions, and requirements…
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