MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15601 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15602 |
An MCP server that uses AI to generate structured Asana project plans from dive…
|
F 30 5⁄5 | ||||||||
| 15603 |
Enables querying an internal LightRAG knowledge base to retrieve technical docu…
|
F 30 5⁄5 | ||||||||
| 15604 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
|
F 30 5⁄5 | ||||||||
| 15605 |
Evolve and optimize solutions across multiple generations using genetic algorit…
|
F 30 5⁄4 | ||||||||
| 15606 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 15607 |
A server-based tool that enables the generation of mathematical animations from…
|
F 30 5⁄5 | ||||||||
| 15608 |
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
|
F 30 5⁄5 | ||||||||
| 15609 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15610 |
An intelligent tool that automates the setup of new Model Context Protocol (MCP…
|
F 30 5⁄4 | ||||||||
| 15611 |
Integrates Dify's external knowledge base API with the Model Context Protocol t…
|
F 30 5⁄5 | ||||||||
| 15612 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||
| 15613 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15614 |
An MCP server that provides PDF file conversion
|
F 30 5⁄4 | ||||||||
| 15615 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 15616 |
An MCP server that enables advanced CSV analysis and data visualization using G…
|
F 30 5⁄5 | ||||||||
| 15617 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15618 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 15619 |
An orchestration platform for deploying parallel swarms of tool-enabled AI agen…
|
F 30 5⁄4 | ||||||||
| 15620 |
VariFlight's official MCP server provides tools to query flight, weather, comfo…
|
F 30 5⁄4 | ||||||||
| 15621 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 15622 |
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
|
F 30 5⁄5 | ||||||||
| 15623 |
A demonstration MCP server that provides access to a SQLite employee database w…
|
F 30 5⁄4 | ||||||||
| 15624 |
A Model Context Protocol server that enables LLMs to manage network topologies,…
|
F 30 5⁄5 | ||||||||
| 15625 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15626 |
You can connect any API to LLMs. This enables AI to interact directly with APIs
|
F 30 5⁄4 | ||||||||
| 15627 |
7-layer recursive agent memory with context branching, holographic recall, drea…
|
F 30 5⁄5 | ||||||||
| 15628 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
F 30 5⁄4 | ||||||||
| 15629 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||
| 15630 |
An automation toolkit that enables AI-driven content publishing and creator dat…
|
F 30 5⁄5 | ||||||||
| 15631 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 15632 |
A lightweight server that uses ChatGPT to qualify leads using the BANT framewor…
|
F 30 5⁄5 | ||||||||
| 15633 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 15634 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15635 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 15636 |
Tokenized user identity and virtual Visa cards for AI agents. Delegated user co…
|
F 30 5⁄4 | ||||||||
| 15637 |
A Python-based MCP server that facilitates structured problem-solving through s…
|
F 30 5⁄5 | ||||||||
| 15638 |
A server that enables seamless integration with Yango Tech e-commerce platform …
|
F 30 5⁄5 | ||||||||
| 15639 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15640 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15641 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15642 |
An MCP server that enables sending Markdown-formatted notifications to Microsof…
|
F 30 5⁄5 | ||||||||
| 15643 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15644 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 15645 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 15646 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15647 |
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
|
F 30 5⁄4 | ||||||||
| 15648 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 15649 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 15650 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
|
F 30 5⁄5 | ||||||||