MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50651 |
Script Runner MCP Server
Claim
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
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| 50652 |
mcp-speedrun
Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
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| 50653 |
ServiceTitan MCP Server
Claim
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
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| 50654 |
PptxGenJS MCP Server
Claim
A production-ready MCP server that enables LLMs to create, modify, and export P…
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| 50655 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 50656 |
Clima MCP Server
Claim
Enables weather queries through OpenWeatherMap API, providing current condition…
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| 50657 |
telegram-mcp
Claim
Enables interaction with Telegram Bot API for sending messages, photos, editing…
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| 50658 |
HGB Basel MCP Server
Claim
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
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| 50659 |
mcp-pop-up
Claim
Enables a local LLM to ask the user for guidance via a native desktop pop-up di…
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| 50660 |
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
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| 50661 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
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| 50662 |
Pubtator MCP Server
Claim
Provides an async Python server for interacting with the PubTator3 API, exposin…
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| 50663 |
deck-contract
Claim
MCP server for AI-native editable presentations: surgically edit slide componen…
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| 50664 |
zotero-fulltext
Claim
MCP server that grants AI tools read-only access to a Zotero library via search…
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| 50665 |
Super-Memory-TS
Claim
Local-first semantic memory server with project indexing for AI assistants. It …
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| 50666 |
Skillselion MCP server
Claim
Enables AI agents to search a curated directory of Claude Code agent skills, MC…
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| 50667 |
mcp-server-deepseek
Claim
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
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| 50668 |
ExamPrepAgent
Claim
An MCP server that provides tools to search for study questions and answers fro…
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| 50669 |
bilibili-subtitle-fetch
Claim
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
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| 50670 |
Enables AI assistants to manage personal expenses by adding, querying, and summ…
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| 50671 |
Validates JSON payloads against JSON Schema deterministically, providing precis…
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| 50672 |
simple-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 50673 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
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| 50674 |
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
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| 50675 |
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
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| 50676 |
Harness MCP Server
Claim
An MCP server that gives AI agents full access to the Harness.io platform throu…
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| 50677 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
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| 50678 |
Flight Search MCP Server
Claim
Enables flight search and date parsing using Amadeus API and Google Gemini, wit…
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| 50679 |
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
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| 50680 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 50681 |
Ametller Origen
Claim
Enables shopping Ametller Origen online groceries through Claude, allowing cata…
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| 50682 |
altic-mcp
Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
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| 50683 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 50684 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
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| 50685 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 50686 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 50687 |
kef-mcp
Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
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| 50688 |
MCP AWS SES Email Server
Claim
Enables sending emails through AWS Simple Email Service with support for single…
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| 50689 |
mcp-claude-memory
Claim
A smart, self-maintaining memory system for Claude Code that persists across ma…
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| 50690 |
Klaviyo MCP Server
Claim
Enables interaction with the Klaviyo API for marketing automation, including ma…
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| 50691 |
personal-llm-wiki-kit
Claim
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
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| 50692 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
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| 50693 |
MCP Database Assistant
Claim
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
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| 50694 |
femtech-radar
Claim
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
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| 50695 |
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
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| 50696 |
A cloud-deployed MCP server for managing personal expenses and providing financ…
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| 50697 |
coinopai-mcp
Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
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| 50698 |
fairrecruit
Claim
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| 50699 |
mineru-docparse-mcp
Claim
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
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| 50700 |
crewmail
Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
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