MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61051 |
Polars Docs MCP
Claim
A FastMCP tool to search and retrieve Polars API documentation with support for…
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| 61052 |
canada-aida-ai-mcp
Claim
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 61053 |
obsidian-mcp
Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
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| 61054 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 61055 |
mcp-server
Claim
An MCP server to send personalised direct mail.
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| 61056 |
nowhere-mcp-server
Claim
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| 61057 |
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
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| 61058 |
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
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| 61059 |
youtube-transcript-mcp
Claim
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
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| 61060 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 61061 |
clawops
Claim
Deploy and manage self-hosted OpenClaw instances across clouds
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| 61062 |
leave-manager-mcp
Claim
Enables AI assistants to manage employee leave by checking balances, applying f…
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| 61063 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 61064 |
vn-autocad-claude
Claim
Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotation…
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| 61065 |
peec-ai-mcp
Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 61066 |
supabase-mcp-server
Claim
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
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| 61067 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
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| 61068 |
ConventionSense
Claim
Git-history hole detector: flags files and C# members that co-change with your …
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| 61069 |
Codemagic MCP Server
Claim
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
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| 61070 |
JYMP MCP Server
Claim
Combines codebase files into a single prompt for AI assistants, enabling code r…
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| 61071 |
This MCP server enables AI-assisted professional profile generation by connecti…
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| 61072 |
HyperStore-MCP
Claim
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
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| 61073 |
dispatch-mcp
Claim
MCP server for tier-based dispatch delegation via OmniRoute, enabling message d…
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| 61074 |
gems-mcp
Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
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| 61075 |
anthilll-inside
Claim
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
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| 61076 |
phionyx-pipeline-mcp
Claim
Enables verification of AI coding agent self-reports against git diff truth and…
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| 61077 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 61078 |
MCP Terraform Assistant
Claim
MCP server for managing Terraform infrastructure as code, enabling initializati…
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| 61079 |
Houdini MCP Server
Claim
Enables AI assistants to control Houdini by executing Python code, querying sce…
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| 61080 |
HVTracker MCP
Claim
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public…
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| 61081 |
Test_aaa MCP Server
Claim
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
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| 61082 |
bca-mcp
Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
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| 61083 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 61084 |
MIND MCP Server
Claim
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
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| 61085 |
chrome-automation-mcp
Claim
A Model Context Protocol (MCP) server for browser automation using Playwright t…
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| 61086 |
mcp
Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
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| 61087 |
Provides AI assistants with access to WordPress Design System component informa…
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| 61088 |
mcpskills-server
Claim
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
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| 61089 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 61090 |
agent-mosaic-skill
Claim
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
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| 61091 |
safari-reading-list-mcp
Claim
Enables exporting Apple Safari Reading List entries to JSON and adding new item…
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| 61092 |
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
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| 61093 |
Trend Radar
Claim
An MCP server that fetches live trends from X, Google News, GitHub, and Hugging…
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| 61094 |
Provides currency conversion using the Wise API, supporting real-time and histo…
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| 61095 |
dockhand-mcp
Claim
Exposes the Dockhand Docker management API as tools for LLMs, enabling containe…
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| 61096 |
gsep-mcp
Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
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| 61097 |
h3-mcp-tools
Claim
Minimal MCP server built with H3 v2 enabling tool registration, resource manage…
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| 61098 |
Enables querying and managing Greenhouse recruiting data through MCP, including…
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| 61099 |
tikz-mcp
Claim
Compiles TikZ code into high-resolution PNG images, enabling AI assistants to r…
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| 61100 |
bidda-compliance
Claim
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
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