MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66701 |
MCP Trader
Claim
Enables advanced technical and fundamental analysis of financial markets includ…
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| 66702 |
VoiceVox MCP Server
Claim
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
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| 66703 |
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
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| 66704 |
vision
Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
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| 66705 |
MCP Affiliate Server
Claim
Enables AI assistants to search products and generate affiliate links across Eu…
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| 66706 |
foundrynet-geo
Claim
x402-gated geocoding + distance gateway. Tools: geocode, distance.
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| 66707 |
Progressive group routing for 393 professional skills via Rust daemon stdio shi…
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| 66708 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
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| 66709 |
whatsapp-mcp
Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
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| 66710 |
Yunaki Memory MCP
Claim
A git-backed per-repo memory layer for Claude Code, enabling persistent, versio…
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| 66711 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 66712 |
Rippling MCP Server
Claim
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
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| 66713 |
neuro-mcp
Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
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| 66714 |
QA Testing MCP Server
Claim
Enables AI agents to perform comprehensive web application testing including vi…
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| 66715 |
Google Drive MCP
Claim
Enables Claude to read, create, update, and manage files in Google Drive throug…
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| 66716 |
WariMCP
Claim
A unified MCP server for West African payment providers, enabling AI agents and…
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| 66717 |
Houki e-Gov MCP Server
Claim
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
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| 66718 |
AgentLedger
Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
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| 66719 |
codebase-rlm
Claim
MCP server that uses Recursive Language Models to analyze codebases hierarchica…
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| 66720 |
Enables semantic search and retrieval of AI alignment articles from Alignment F…
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| 66721 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
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| 66722 |
tshark-mcp
Claim
An MCP server that exposes TShark as tools for AI-assisted network packet analy…
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| 66723 |
redmine-mcp
Claim
Enables AI agents to fetch issues from Redmine via the MCP protocol. Requires R…
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| 66724 |
NDASentry
Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
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| 66725 |
synai-relay
Claim
An MCP server enabling AI agents to browse, claim, submit, and manage paid task…
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| 66726 |
Exposes publisher journalism to LLMs and agent frameworks via search, retrieval…
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| 66727 |
SalesDrive MCP Server
Claim
Enables AI assistants to interact with SalesDrive CRM, allowing order managemen…
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| 66728 |
flexoffers-mcp
Claim
Integrates FlexOffers API v3 as an MCP server, enabling users to manage affilia…
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| 66729 |
jina-mcp-server
Claim
Remote MCP server providing access to Jina Reader, Embeddings, and Reranker API…
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| 66730 |
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
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| 66731 |
Mobile Pilot MCP
Claim
Enables AI assistants to control iOS simulators through WebDriverAgent, support…
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| 66732 |
mParticle MCP Server
Claim
Enables interaction with mParticle's Data Planning API to manage data plans, re…
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| 66733 |
WalletGrower MCP Server
Claim
Enables AI agents to search, compare, and get personalized recommendations for …
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| 66734 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 66735 |
Celesto Cloud Computers
Claim
Hosted MCP for Celesto cloud computers: create, exec, ports, start/stop/delete.
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| 66736 |
Provides tools for searching, creating, and managing Indian Government Schemes …
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| 66737 |
Discord MCP
Claim
Enables AI assistants to interact with Discord servers, including listing serve…
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| 66738 |
Emacs MCP Tools
Claim
Enables Claude Code to control a running Emacs instance via MCP, supporting fil…
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| 66739 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
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| 66740 |
docs-search-engine
Claim
Enables searching documentation from GitHub repositories and web pages via MCP …
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| 66741 |
gemini-omni-mcp
Claim
MCP server that lets Claude control Google Gemini Omni video generation via a b…
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| 66742 |
r2-uploader-mcp
Claim
Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …
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| 66743 |
tax-law-mcp
Claim
Provides access to Japanese tax law data from official sources via a local web …
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| 66744 |
A comprehensive MCP server that integrates TradingView Desktop automation, scre…
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| 66745 |
Enables Claude (or any MCP client) to read and write events on your iCloud cale…
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| 66746 |
Stockfish MCP Server
Claim
Enables chess analysis and move generation using the Stockfish engine via MCP t…
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| 66747 |
calendar-tasks-mcp
Claim
Enables Claude to manage Outlook calendar events and Microsoft To Do tasks for …
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| 66748 |
Zernio
Claim
Schedule, publish, and analyze social media across 15+ platforms, plus inbox, a…
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| 66749 |
inbox-mcp
Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
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| 66750 |
AbletonMCP
Claim
Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Cre…
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