MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34151 |
uudb
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| 34152 |
PeopleBox ATS MCP Server
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Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
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| 34153 |
Clind MCP Server
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A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 34154 |
Verodat MCP Server
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Enables AI systems to manage Verodat accounts, workspaces, and datasets, includ…
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| 34155 |
macos-mcp
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A lightweight MCP server that bridges AI agents and macOS, enabling automation …
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| 34156 |
bitbucket-python-mcp
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An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
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| 34157 |
actiongate
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Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
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| 34158 |
rspace
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R.Space — the real estate OS for the UAE.
The platform powers every side of th…
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| 34159 |
infobel-api-mcp
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MCP server for the Infobel GetData API, enabling AI agents to search businesses…
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| 34160 |
Magma MCP
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MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
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| 34161 |
thruk-mcp
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Enables natural language interaction with Thruk monitoring systems, allowing us…
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| 34162 |
test
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| 34163 |
cabin-flights
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Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
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| 34164 |
Compute Finance Oracle
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Live AI compute pricing oracle — real-time LLM model prices across providers
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| 34165 |
obsidian-mcp-server
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Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
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| 34166 |
Bitrefill MCP Server
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Enables AI assistants to search for and purchase gift cards, mobile topups, and…
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| 34167 |
Hive Keet Bridge
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MCP server bridging holepunchto/keet-identity-key to the Hive agentic identity …
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| 34168 |
mcp-govinfo
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Enables access to full text of US government publications from GovInfo.gov. Int…
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| 34169 |
flox-mcp
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MCP server for the FLOX trading systems framework. ~30 tools to run backtests, …
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| 34170 |
Anam MCP Server
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Enables managing AI personas, avatars, voices, and sessions from any MCP client…
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| 34171 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 34172 |
afpnews-mcp-server
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MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 34173 |
SYD MCP Server
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Enables querying batch status, traceability, and compliance through natural lan…
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| 34174 |
structured-argumentation
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Analyze complex questions by systematically breaking down and comparing argumen…
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| 34175 |
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
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| 34176 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 34177 |
mcpoauthscopegate-mcp
Claim
OAuth scope approvals and consent receipts for remote MCP servers.
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| 34178 |
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
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| 34179 |
nextmove-mcp
Claim
Analyzes your repository and suggests the next tasks to work on, presented as n…
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| 34180 |
Engine-MCP
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A code understanding and generation system designed for Galacean Engine that he…
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| 34181 |
GeeksHacking MCP
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Manages #TODO comments in source code files, enabling you to add and query TODO…
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| 34182 |
MCP RAG
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A RAG-based knowledge base system supporting document processing, semantic sear…
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| 34183 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 34184 |
MCP WooCommerce Server
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Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 34185 |
consciousness-engine-mcp
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consciousness-engine-mcp MCP server by MEOK AI Labs
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| 34186 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
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| 34187 |
hono-mcp-server
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Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 34188 |
legalize-mcp
Claim
Provides tools for querying Korean laws, precedents, administrative rules, and …
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| 34189 |
ucp-registry
Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
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| 34190 |
Corpo MCP Server
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Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
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| 34191 |
imgx
Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
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| 34192 |
Gives AI agents real-time access to system metrics, process management, and con…
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| 34193 |
translation-ai-mcp
Claim
AI-powered translation MCP server with EU AI Act compliance, enabling automated…
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| 34194 |
Enables face detection and recognition in Agentic AI workflows using Azure Face…
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| 34195 |
filesystem-ts
Claim
Standalone TypeScript MCP server for filesystem operations with robust security…
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| 34196 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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| 34197 |
CIA Diagnose
Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
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| 34198 |
MCP Server
Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
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| 34199 |
mcp-github-server
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An MCP server that enables managing GitHub repositories, pull requests, issues,…
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| 34200 |
A Model Context Protocol server that enables LLM agents and humans to play ches…
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