MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 5 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48651 |
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
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| 48652 |
Salesforce SAP MCP
Claim
Enables Claude AI to securely query live SAP inventory data through Salesforce …
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| 48653 |
zulip-mcp
Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
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| 48654 |
LeadClaw
Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
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| 48655 |
su2-mcp
Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 48656 |
chordsynth
Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
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| 48657 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 48658 |
apple-health-export-mcp
Claim
Query your Apple Health data including sleep, heart rate, steps, workouts, and …
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| 48659 |
llm-wiki-mcp
Claim
Enables natural language query and ingestion of wiki knowledge bases built from…
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| 48660 |
Aspro Cloud MCP
Claim
Enables AI assistants to manage CRM deals and tasks on Aspro Cloud, including C…
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| 48661 |
jira-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 48662 |
ibkr-mcp
Claim
Enables LLM agents to interact with Interactive Brokers accounts for market dat…
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| 48663 |
HG MCP Server
Claim
Enables AI assistants to interact with Mercurial repositories, supporting versi…
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| 48664 |
Prediction-market quant tools — expected value, Kelly sizing, Bayesian updating…
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| 48665 |
SSH MCP Server
Claim
A secure remote server management tool based on MCP protocol, supporting SSH co…
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| 48666 |
Arbor
Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
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| 48667 |
ngmcp
Claim
Enables AI agents to query and browse Norton Guide database files, providing to…
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| 48668 |
bach-walmart_scraper4
Claim
Enables scraping Walmart product data, including product details, top products …
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| 48669 |
Enables secure terminal command execution, directory navigation, and file syste…
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| 48670 |
mcp-data-pa
Claim
Enables searching and querying Pennsylvania Open Data datasets via the Socrata …
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| 48671 |
An MCP server for generating HTML presentation slides from Markdown content usi…
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| 48672 |
Vision-Graft MCP
Claim
Enables blind AI coding models to debug visual bugs by capturing screenshots, a…
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| 48673 |
Local, read-only MCP server that provides verified access to bounded.tools' sig…
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| 48674 |
Fun Translations
Claim
Give your AI agent access to 150+ translators covering fictional languages, pop…
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| 48675 |
github-pr-mcp
Claim
Enables GitHub repository operations (list/read files, create branches, commit …
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| 48676 |
mcp-waggle
Claim
An MCP server for planning and overseeing the tecture-graph project, giving cod…
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| 48677 |
Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over w…
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| 48678 |
Fizzy Do MCP
Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
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| 48679 |
Provides free tarot card readings for AI assistants with real deck shuffles, mu…
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| 48680 |
Heron
Claim
Security scanning for AI agent skills, MCP servers, and agent prompts, returnin…
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| 48681 |
mcp-agent-tools
Claim
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
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| 48682 |
Linka MCP Next
Claim
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
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| 48683 |
LinkedIn MCP Server
Claim
A Model Context Protocol implementation that bridges language models with Linke…
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| 48684 |
data-sncf
Claim
Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) …
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| 48685 |
brain-mcp
Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
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| 48686 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 48687 |
Leadgen ONRC Romania
Claim
Romania company registry: search 4.2M businesses by name/CUI, directors, financ…
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| 48688 |
MCP server built with Mastra that analyses all URLs of a website from a given U…
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| 48689 |
Casino Kings MCP Server
Claim
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
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| 48690 |
israel-weather-mcp-agent
Claim
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
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| 48691 |
todoist
Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
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| 48692 |
prompts-mcp-server
Claim
Automatically generates and manages a prompts system for software projects, ena…
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| 48693 |
mcp-server-wtf
Claim
A flight recorder for Claude Code that captures tool calls and observations int…
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| 48694 |
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
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| 48695 |
Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supportin…
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| 48696 |
Telegram MCP Server
Claim
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
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| 48697 |
Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation…
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| 48698 |
A powerful SQLite-backed expense tracking server built with the Model Context P…
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| 48699 |
RadMail MCP
Claim
An MCP server that provides an email operating system for AI agents, enabling i…
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| 48700 |
NYT Cooking MCP
Claim
Enables AI assistants to search New York Times Cooking recipes, fetch full reci…
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