MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65101 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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| 65102 |
mcp-comms
Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
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| 65103 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
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| 65104 |
devctl-mcp
Claim
An MCP server that lets Claude manage long-running development processes across…
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| 65105 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 65106 |
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
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| 65107 |
World Clock
Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
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| 65108 |
creatorforge
Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
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| 65109 |
Audiobookshelf MCP
Claim
Inspect and safely operate Audiobookshelf libraries over MCP.
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| 65110 |
Sally Skills
Claim
Plug Sally AI into your agent.
The clinical-grade health intelligence behind A1…
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| 65111 |
@letretro/mcp
Claim
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
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| 65112 |
store
Claim
Search, preview, and buy 500+ MIT-licensed digital developer products from Data…
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| 65113 |
sellabot-mcp
Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
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| 65114 |
mcp-podcast-generator
Claim
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
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| 65115 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 65116 |
igloo-mcp
Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
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| 65117 |
Terminal MCP Server
Claim
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
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| 65118 |
Groupon MCP Server
Claim
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
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| 65119 |
hasura-mcp-server
Claim
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
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| 65120 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 65121 |
open-subagent-mcp
Claim
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
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| 65122 |
Brave Search MCP Server
Claim
Enables web search via Brave Search API with freshness filters, full page conte…
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| 65123 |
mcp-carrefour-drive
Claim
MCP server for Carrefour Drive that enables AI assistants to search products, m…
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| 65124 |
Bitrix24 MCP Server
Claim
Enables language models to interact with Bitrix24 CRM, providing tools to manag…
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| 65125 |
Screen Vision MCP Server
Claim
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
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| 65126 |
mcp-saphana
Claim
MCP server for SAP HANA enabling querying, schema exploration, and bulk data ex…
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| 65127 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
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| 65128 |
monkeysee
Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
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| 65129 |
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
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| 65130 |
mcp-rule-engine
Claim
Captures code modifications via AST analysis, generates reusable rules, and inj…
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| 65131 |
bash-mcp
Claim
Enables executing shell commands without permission prompts, including running …
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| 65132 |
The structured memory layer your AI is missing. Requires the free Wuniq desktop…
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| 65133 |
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
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| 65134 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 65135 |
visual-hunt-mcp
Claim
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
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| 65136 |
SAM
Claim
Intelligent AI memory management system with ML auto-triggers that automaticall…
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| 65137 |
unboundai-gtm-mcp-server
Claim
MCP server for Google Tag Manager API, enabling users to manage containers, tag…
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| 65138 |
MCP Server SearXNG
Claim
MCP server for SearXNG meta search engine with enhanced error handling and para…
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| 65139 |
An MCP server that enables AI assistants to switch character portraits (2D imag…
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| 65140 |
Modal MCP
Claim
An MCP server for managing Modal — apps, containers, volumes, and secrets — and…
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| 65141 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 65142 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
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| 65143 |
flin-meta-ads-mcp
Claim
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
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| 65144 |
mcp-indian-stocks
Claim
Enables real-time and historical Indian stock market data retrieval, including …
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| 65145 |
elc-toolkit
Claim
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness…
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| 65146 |
Daz Pilot
Claim
MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio …
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| 65147 |
Chirindo
Claim
A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts…
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| 65148 |
keeping-mcp
Claim
MCP server for the Keeping time-tracking API
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| 65149 |
Easel
Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
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| 65150 |
CodeGraph Multi-Repo MCP
Claim
Exposes CodeGraph capabilities for multiple local repositories to MCP-compatibl…
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