MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 41401 |
Enables interactive exploration of guitar chord voicings through an MCP server …
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| 41402 |
Worcadian MCP Service
Claim
Exposes three tools from the Worcadian JSON-RPC game server API (check_wordlist…
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| 41403 |
source-rag-mcp
Claim
MCP server for searching, browsing, and analyzing decompiled Minecraft source c…
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| 41404 |
Trillian MCP
Claim
Enables natural language queries of astronomical data across multiple archives …
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| 41405 |
mcp-knowledgebase
Claim
Enables AI agents to explore MySQL database schemas and execute read-only queri…
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| 41406 |
anvie-frappe-mcp-wrapper
Claim
Automates setup and configuration for frappe-mcp, enabling management of multip…
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| 41407 |
ARCclaude
Claim
Enables AI assistants to control ArcGIS Pro through natural language, executing…
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| 41408 |
chatgpt-review-mcp
Claim
An MCP server that lets Claude Code send prompts to a logged-in ChatGPT web ses…
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| 41409 |
Jenkins MCP Server
Claim
Read-only MCP server for Jenkins CI, enabling AI agents to securely query job/b…
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| 41410 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 41411 |
Project Oracle
Claim
A stateful MCP server that remembers what your AI agent has already seen.
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| 41412 |
jankins
Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
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| 41413 |
MegaMem
Claim
Syncs Obsidian notes into a temporal knowledge graph and exposes 23 MCP tools f…
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| 41414 |
Triplewhale MCP Server
Claim
Enables natural language queries to Triplewhale for analyzing marketing and fin…
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| 41415 |
mcp-server-github
Claim
Enables interaction with GitHub repositories, issues, pull requests, code searc…
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| 41416 |
website-reader-mcp
Claim
Enables AI chat backends to fetch public webpages and return cleaned, readable …
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| 41417 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 41418 |
mcp-secure-sandbox
Claim
Provides a secure, containerized Python sandbox for executing LLM-generated cod…
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| 41419 |
NovaCortex MCP Server
Claim
Enables AI agents to store, search, and relate typed memories with a graph-nati…
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| 41420 |
mechanic-mcp
Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
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| 41421 |
genconfigenvserver
Claim
Generates security config files from environment variables and remote Firebase …
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| 41422 |
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
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| 41423 |
Garmin MCP Gateway
Claim
Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin …
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| 41424 |
agent-comm-hub
Claim
Production-grade multi-agent communication infrastructure with real-time messag…
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| 41425 |
sajuMCP
Claim
Calculates saju (four pillars) for a given birth year, month, day, hour, minute…
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| 41426 |
carbon
Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
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| 41427 |
etracker MCP Server
Claim
Enables querying etracker analytics reports via natural language. Provides tool…
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| 41428 |
mcp-isin
Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
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| 41429 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 41430 |
Local Voice MCP
Claim
Enables MCP clients to speak by running local voice models using Chatterbox Tur…
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| 41431 |
Yahoo Finance MCP Server
Claim
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
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| 41432 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 41433 |
ai-credits-mcp
Claim
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
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| 41434 |
google-mcp-suite-network
Claim
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
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| 41435 |
mcp-win-toast
Claim
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
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| 41436 |
polybugger-mcp
Claim
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
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| 41437 |
decroche-mcp
Claim
Deterministic MCP server for job-landing pipeline that parses CVs into validate…
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| 41438 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 41439 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 41440 |
mcp-nexi-pos-api
Claim
An MCP server for Nexi POS payment operations, enabling creation of purchases a…
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| 41441 |
MATRIX
Claim
A local, project-scoped requirement management MCP server that enables AI agent…
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| 41442 |
Replicate MCP Server
Claim
Enables AI image generation and editing using Replicate's official models like …
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| 41443 |
wechat-mp-mcp
Claim
Enables crawling WeChat Official Account articles via the mp.weixin.qq.com sear…
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| 41444 |
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
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| 41445 |
chickchickboom
Claim
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| 41446 |
linux-computer-use
Claim
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
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| 41447 |
OpenCode Advisor MCP
Claim
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
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| 41448 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 41449 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 41450 |
Vault Cortex
Claim
Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 26 to…
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