MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16651 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16652 |
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
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F 25 5⁄5 | ||||||||
| 16653 |
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
|
F 25 5⁄4 | ||||||||
| 16654 |
Enables users to search for geographic locations and visualize them on an inter…
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F 25 5⁄5 | ||||||||
| 16655 |
Automatically generates and updates CVs/resumes by aggregating data from git co…
|
F 25 5⁄4 | ||||||||
| 16656 |
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
|
F 25 5⁄5 | ||||||||
| 16657 |
MCP Server for the Mapbox API.
|
F 25 5⁄5 | ||||||||
| 16658 |
A service that provides complete driver-for-hire functionality based on e代驾 ope…
|
F 25 5⁄5 | ||||||||
| 16659 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16660 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16661 |
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
|
F 25 5⁄5 | ||||||||
| 16662 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16663 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16664 |
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
|
F 25 5⁄5 | ||||||||
| 16665 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16666 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16667 |
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
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F 25 5⁄5 | ||||||||
| 16668 |
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
|
F 25 5⁄5 | ||||||||
| 16669 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16670 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
|
F 25 5⁄5 | ||||||||
| 16671 |
Developer utilities: SEO optimization, document conversion, domain lookup, emai…
|
F 25 5⁄5 | ||||||||
| 16672 |
Official ClickHouse MCP server for querying and exploring ClickHouse clusters a…
|
F 25 5⁄5 | ||||||||
| 16673 |
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
|
F 25 6⁄6 | ||||||||
| 16674 |
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
|
F 25 5⁄5 | ||||||||
| 16675 |
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
|
F 25 6⁄6 | ||||||||
| 16676 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16677 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
F 25 5⁄5 | ||||||||
| 16678 |
A specialized MCP server that enables AI agents to interact with Reddit, includ…
|
F 25 5⁄5 | ||||||||
| 16679 |
A MCP server that supports AI assistants to read and analyze PDF files, providi…
|
F 25 6⁄6 | ||||||||
| 16680 |
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
|
F 25 5⁄5 | ||||||||
| 16681 |
Track and manage employee time off with quick balance lookups and streamlined a…
|
F 25 6⁄6 | ||||||||
| 16682 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16683 |
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
|
F 25 5⁄5 | ||||||||
| 16684 |
An open protocol server that implements Anthropic's Model Context Protocol to e…
|
F 25 5⁄5 | ||||||||
| 16685 |
Provides secure, sandboxed file system access for AI assistants to read, write,…
|
F 25 5⁄5 | ||||||||
| 16686 |
A production-grade server for programmatically controlling kitty terminal insta…
|
F 25 5⁄4 | ||||||||
| 16687 |
Security scanner for AI agents, MCP servers and agent skills.
|
F 25 5⁄4 | ||||||||
| 16688 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16689 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16690 |
MCP servers that provide multiple text conversion functions, including case con…
|
F 25 6⁄6 | ||||||||
| 16691 |
A proof of concept implementation of Model Context Protocol server running on C…
|
F 25 5⁄5 | ||||||||
| 16692 |
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
|
F 25 5⁄5 | ||||||||
| 16693 |
Parses WeChat public account articles to extract metadata, content, and generat…
|
F 25 5⁄5 | ||||||||
| 16694 |
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
|
F 25 5⁄4 | ||||||||
| 16695 |
Async Python client for the Model Context Protocol with interactive CLI and rea…
|
F 25 5⁄4 | ||||||||
| 16696 |
An MCP server for conversational FHIR testing that integrates with the Touchsto…
|
F 25 5⁄5 | ||||||||
| 16697 |
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
|
F 25 6⁄6 | ||||||||
| 16698 |
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
|
F 25 5⁄5 | ||||||||
| 16699 |
Integrates GitHub repository management and local file system access to enable …
|
F 25 5⁄5 | ||||||||
| 16700 |
Provides tools for managing IP assets and licenses, interacting with the Story …
|
F 25 5⁄5 | ||||||||