MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15551 |
Lightning-Fast, High-Accuracy Deep Research Agent
|
F 30 5⁄5 | ||||||||
| 15552 |
A bridge between LLMs and OpenWebUI workspaces that enables managing projects, …
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F 30 5⁄5 | ||||||||
| 15553 |
An MCP server that provides a tool to extract text content from local PDF files…
|
F 30 5⁄4 | ||||||||
| 15554 |
Enables users to analyze local Excel and CSV files through natural language que…
|
F 30 5⁄4 | ||||||||
| 15555 |
Email discovery, verification, and enrichment tools. Find email addresses, veri…
|
F 30 5⁄5 | ||||||||
| 15556 |
Enables security professionals to query and analyze Active Directory attack pat…
|
F 30 5⁄5 | ||||||||
| 15557 |
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
|
F 30 5⁄5 | ||||||||
| 15558 |
Enables AI assistants to interact with Lemonade's insurance services for renter…
|
F 30 5⁄4 | ||||||||
| 15559 |
An MCP server for AI agents to explore DeFi yield opportunities.
|
F 30 5⁄5 | ||||||||
| 15560 |
mcp server to run scripts on adobe illustrator
|
F 30 5⁄4 | ||||||||
| 15561 |
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
|
F 30 5⁄5 | ||||||||
| 15562 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15563 |
|
F 30 5⁄4 | ||||||||
| 15564 |
Web scraping, code review, content gen, sentiment. Zero Core Tools.
|
F 30 5⁄4 | ||||||||
| 15565 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15566 |
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
|
F 30 5⁄4 | ||||||||
| 15567 |
Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as …
|
F 30 5⁄5 | ||||||||
| 15568 |
A Simple Model Context Protocol server that enables AI assistants to interact w…
|
F 30 5⁄5 | ||||||||
| 15569 |
An MCP server that automatically generates documentation, test plans, and code …
|
F 30 5⁄5 | ||||||||
| 15570 |
A template for creating and connecting custom tools to Cursor IDE using Model C…
|
F 30 5⁄5 | ||||||||
| 15571 |
Connects MCP clients to the 638Labs registry to discover, route, and auction ta…
|
F 30 5⁄5 | ||||||||
| 15572 |
An example server that enables interaction with Alibaba Cloud's Lindorm multi-m…
|
F 30 5⁄5 | ||||||||
| 15573 |
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
F 30 6⁄6 | ||||||||
| 15574 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
|
F 30 5⁄5 | ||||||||
| 15575 |
A Model Context Protocol server that enables AI assistants to read, write, and …
|
F 30 5⁄4 | ||||||||
| 15576 |
Analyzes survey comments from CSV files using morphological analysis and AI to …
|
F 30 5⁄5 | ||||||||
| 15577 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15578 |
Official Go implementation of the UTCP
|
F 30 5⁄4 | ||||||||
| 15579 |
A local vector database RAG system that integrates with Playwright MCP for web …
|
F 30 5⁄4 | ||||||||
| 15580 |
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
|
F 30 6⁄6 | ||||||||
| 15581 |
CAD MCP Server
|
F 30 5⁄4 | ||||||||
| 15582 |
Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 …
|
F 30 5⁄5 | ||||||||
| 15583 |
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
|
F 30 5⁄5 | ||||||||
| 15584 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
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F 30 5⁄5 | ||||||||
| 15585 |
A centralized Model Context Protocol server that provides common development to…
|
F 30 5⁄4 | ||||||||
| 15586 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15587 |
Tokenized user identity and virtual Visa cards for AI agents. Delegated user co…
|
F 30 5⁄4 | ||||||||
| 15588 |
Docker container management and operations through MCP
|
F 30 5⁄4 | ||||||||
| 15589 |
Enables AI assistants to control Universal Robots through real-time connection …
|
F 30 5⁄5 | ||||||||
| 15590 |
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
F 30 5⁄5 | ||||||||
| 15591 |
Enable AI assistants to conduct structured, persona-driven sessions including i…
|
F 30 5⁄4 | ||||||||
| 15592 |
An implementation of the Recursive Language Models architecture that enables AI…
|
F 30 5⁄5 | ||||||||
| 15593 |
An MCP server that performs code reviews by comparing local source code against…
|
F 30 6⁄6 | ||||||||
| 15594 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
|
F 30 5⁄4 | ||||||||
| 15595 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15596 |
Enables read and write interactions with 60+ blockchain networks through Claude…
|
F 30 5⁄5 | ||||||||
| 15597 |
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
|
F 30 5⁄5 | ||||||||
| 15598 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 15599 |
An MCP server implementation for 4EVERLAND Hosting enabling instant deployment …
|
F 30 5⁄4 | ||||||||
| 15600 |
A meta API Gateway server that works with the Model Context Protocol (MCP), ena…
|
F 30 5⁄4 | ||||||||