MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| 54151 |
spike-mcp
Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
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| 54152 |
MCP server for Odoo 18 with 38 business tools
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| 54153 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
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| 54154 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 54155 |
Appwrite MCP
Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
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| 54156 |
mcp-sofa
Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
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| 54157 |
API to MCP Gateway
Claim
Acts as a bridge between standard REST/OpenAPI web APIs and the Model Context P…
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| 54158 |
letgo-mcp
Claim
Enables searching, viewing details, and filtering listings on Letgo.com by usin…
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| 54159 |
Research Server
Claim
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
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| 54160 |
k8scortex-mcp
Claim
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
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| 54161 |
Telique MCP
Claim
Enables querying telecom routing data (LRN, CNAM, DNO, LERG, toll-free routing)…
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| 54162 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
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| 54163 |
ProofStream MCP Server
Claim
Enables AI agents to dispatch human verifiers for physical world tasks like pro…
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| 54164 |
ArXiv Sync MCP Server
Claim
Enables AI assistants to search, download, and access arXiv papers with local s…
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| 54165 |
Frontal MCP Server
Claim
Enables management of GitHub workflows, issue templates, and repository configu…
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| 54166 |
david-mcp7
Claim
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| 54167 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 54168 |
smartfarm-connect
Claim
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| 54169 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 54170 |
GPT Tools MCP Server
Claim
Enables Claude Code to delegate web research and image generation to ChatGPT vi…
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| 54171 |
obsidian-local-rest-api
Claim
Built-in MCP server that gives AI agents direct access to an Obsidian vault for…
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| 54172 |
AgentDebate MCP Server
Claim
Enables AI agents to discover, join, and participate in AgentDebate debates via…
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| 54173 |
sex
Claim
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| 54174 |
MCP Selenium Server
Claim
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
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| 54175 |
websets-mcp-server
Claim
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| 54176 |
fairrecruit
Claim
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| 54177 |
mcp-bridge
Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
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| 54178 |
speed-to-lead-agent
Claim
MCP server for qualifying and responding to inbound leads in seconds using a mu…
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| 54179 |
CoinRithm Agent Trading
Claim
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
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| 54180 |
Recommend a song, generate a greeting message, or help you add some numbers
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| 54181 |
stessa-mcp
Claim
MCP server for Stessa rental-property accounting platform, enabling AI agents t…
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| 54182 |
ollama-vision-mcp
Claim
Enables text-only AI models to analyze images via local Ollama multimodal model…
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| 54183 |
mcp-climatiq
Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 54184 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 54185 |
MCP GitHub Reader
Claim
A lightweight MCP server for bringing GitHub repositories into context for larg…
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| 54186 |
sifter
Claim
Structure any document, query it like a database. Open-source extraction engine…
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| 54187 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 54188 |
filing-intelligence
Claim
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
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| 54189 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 54190 |
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
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| 54191 |
Jupyter MCP Server
Claim
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
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| 54192 |
claudit
Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
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| 54193 |
Operating contracts for AI agents. Structured instructions compiled into system…
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| 54194 |
bitwig-gemini-mcp
Claim
Enables AI agents to control and monitor Bitwig Studio in real-time using natur…
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| 54195 |
servidor-acordaos-ia
Claim
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| 54196 |
lumina-docs
Claim
A structured document management system using MCP protocol to handle large requ…
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| 54197 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 54198 |
MCP server for Fabrx - Build APIs from documents in your IDE
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| 54199 |
instagram-mcp
Claim
MCP server providing seamless integration with Instagram's Graph API for busine…
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| 54200 |
terminal-x-mcp
Claim
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
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