MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42251 |
Script Runner MCP Server
Claim
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
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| 42252 |
moo-mcp
Claim
MCP server for LambdaMOO administration. Connects to a MOO's admin port over TC…
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| 42253 |
ServiceTitan MCP Server
Claim
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
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| 42254 |
Clima MCP Server
Claim
Enables weather queries through OpenWeatherMap API, providing current condition…
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| 42255 |
PptxGenJS MCP Server
Claim
A production-ready MCP server that enables LLMs to create, modify, and export P…
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| 42256 |
DebugBundle
Claim
DebugBundle MCP: runtime error reporting, incident response, health checks, and…
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| 42257 |
HGB Basel MCP Server
Claim
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
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| 42258 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 42259 |
telegram-mcp
Claim
Enables interaction with Telegram Bot API for sending messages, photos, editing…
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| 42260 |
Super-Memory-TS
Claim
Local-first semantic memory server with project indexing for AI assistants. It …
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| 42261 |
deck-contract
Claim
MCP server for AI-native editable presentations: surgically edit slide componen…
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| 42262 |
Pubtator MCP Server
Claim
Provides an async Python server for interacting with the PubTator3 API, exposin…
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| 42263 |
Clueso
Claim
Make videos and docs with your AI agent — describe what you need, every output …
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| 42264 |
MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) …
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| 42265 |
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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| 42266 |
zotero-fulltext
Claim
MCP server that grants AI tools read-only access to a Zotero library via search…
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| 42267 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
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| 42268 |
Skillselion MCP server
Claim
Enables AI agents to search a curated directory of Claude Code agent skills, MC…
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| 42269 |
bilibili-subtitle-fetch
Claim
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
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| 42270 |
file2markdown
Claim
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scann…
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| 42271 |
Enables AI assistants to manage personal expenses by adding, querying, and summ…
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| 42272 |
simple-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 42273 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
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| 42274 |
Validates JSON payloads against JSON Schema deterministically, providing precis…
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| 42275 |
mcp-server-deepseek
Claim
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
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| 42276 |
ExamPrepAgent
Claim
An MCP server that provides tools to search for study questions and answers fro…
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| 42277 |
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
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| 42278 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
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| 42279 |
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
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| 42280 |
Flight Search MCP Server
Claim
Enables flight search and date parsing using Amadeus API and Google Gemini, wit…
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| 42281 |
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
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| 42282 |
Harness MCP Server
Claim
An MCP server that gives AI agents full access to the Harness.io platform throu…
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| 42283 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 42284 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 42285 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 42286 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
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| 42287 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 42288 |
kef-mcp
Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
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| 42289 |
altic-mcp
Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
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| 42290 |
Ametller Origen
Claim
Enables shopping Ametller Origen online groceries through Claude, allowing cata…
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| 42291 |
mcp-claude-memory
Claim
A smart, self-maintaining memory system for Claude Code that persists across ma…
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| 42292 |
personal-llm-wiki-kit
Claim
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
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| 42293 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
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| 42294 |
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
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| 42295 |
Klaviyo MCP Server
Claim
Enables interaction with the Klaviyo API for marketing automation, including ma…
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| 42296 |
femtech-radar
Claim
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
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| 42297 |
MCP Database Assistant
Claim
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
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| 42298 |
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
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| 42299 |
fairrecruit
Claim
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| 42300 |
A cloud-deployed MCP server for managing personal expenses and providing financ…
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