MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46951 |
Obsidian RAG MCP Server
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Enables semantic search and content retrieval from local Obsidian vaults throug…
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| 46952 |
Dispatch a human verifier to physically verify anything in the real world. For …
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| 46953 |
painspotter
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AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with…
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| 46954 |
Footics MCP
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Enables AI assistants to interact with the Footics World Cup 2026 prediction ga…
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| 46955 |
keygenix-mcp
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Non-custodial TEE key management and signing for AI agents, supporting multiple…
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| 46956 |
agentpay
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AI agent payments with human approval. Local-first, encrypted credentials, budg…
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| 46957 |
RunPod
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Manage your RunPod cloud resources directly through an MCP-compatible client. C…
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| 46958 |
fix-mcp
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MCP server for AI-assisted trading operations, enabling agents to diagnose and …
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| 46959 |
mcp-graphify-autotrigger
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Provides efficient knowledge-graph queries and unrestricted shell delegation fo…
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| 46960 |
legalithm-mcp-server
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EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
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| 46961 |
agentcash
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Generic MCP server for calling x402-protected APIs with automatic payment handl…
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| 46962 |
Give your AI agent the ability to respond with live, interactive apps that evol…
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| 46963 |
Nexus Finance
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Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
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| 46964 |
Template MCP Server
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A production-ready template for building Model Context Protocol servers in Pyth…
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| 46965 |
Taskforce
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Task and planning workspace for humans collaborating with AI agents
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| 46966 |
PassNinja
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Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 46967 |
personal
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| 46968 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 46969 |
formlabs-local-mcp
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A Model Context Protocol server that exposes Formlabs Local API to AI tools, en…
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| 46970 |
threatintel-mcp
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An MCP server wrapping urlscan.io and VirusTotal APIs to enable AI agents to pi…
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| 46971 |
demeter-mcp
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MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
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| 46972 |
WebSee MCP Server
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Provides AI assistants with advanced frontend debugging capabilities through 36…
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| 46973 |
AntFeed
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Discover and transact on the AntSeed P2P AI network from any MCP-compatible age…
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| 46974 |
AI-powered Amazon ECS workload management
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| 46975 |
catalog-api
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Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
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| 46976 |
imessage-mcp
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A read-only MCP server that exposes your iMessage data to Claude Code and Claud…
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| 46977 |
DevPanel MCP Server
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A local MCP server for managing SaaS projects with planning, operations, and se…
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| 46978 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 46979 |
Approved acceptance criteria served over MCP to Claude Code, Cursor, or Codex. …
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| 46980 |
projscan
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Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
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| 46981 |
chronicle-mcp
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Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
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| 46982 |
Apprise RMCP
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Rust MCP server and CLI for Apprise notification fan-out across dozens of deliv…
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| 46983 |
SportteryAPI
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Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
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| 46984 |
Parallel Browser MCP
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MCP server for parallel browser automation across multiple providers.
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| 46985 |
Greet and Add
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Add two numbers instantly and generate friendly greetings on demand. Speed up q…
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| 46986 |
Lets Claude read your Trello boards, lists, and cards via a remote MCP server.
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| 46987 |
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
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| 46988 |
filoo-mcp
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Create short links, fetch click analytics, and generate QR codes via the filoo.…
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| 46989 |
JMRI MCP
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JMRI voice/chat control for DCC model railroads
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| 46990 |
@formegifts/mcp
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MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 46991 |
Actionstep MCP Server
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A starter MCP server for Actionstep-style conveyancing automation, providing ex…
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| 46992 |
MCP Local File Saver
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A Python-based MCP server for Claude Desktop that enables you to save, append, …
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| 46993 |
Archergate
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Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 46994 |
Stratum MCP Server
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Enables AI coding agents to execute formal, stateful workflows with typed contr…
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| 46995 |
Servicenow
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A highly customizable MCP server for ServiceNow API integration
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| 46996 |
Voris
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Voris privacy-native web analytics for AI agents: query metrics & citations, sc…
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| 46997 |
Spine
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Exposes a governed, provenance-grounded autonomous delivery pipeline as an MCP …
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| 46998 |
registry-tools
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Search and resolve MCP server packages on the mpak registry, enabling agents to…
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| 46999 |
Proxenio MCP Server
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Enables AI agents to discover and interact with Proxenio's verified intent netw…
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| 47000 |
calendar-ai-mcp
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calendar-ai-mcp MCP server by MEOK AI Labs
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