MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15701 |
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
|
F 30 5⁄5 | ||||||||
| 15702 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
|
F 30 5⁄4 | ||||||||
| 15703 |
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
|
F 30 5⁄5 | ||||||||
| 15704 |
Enables fetching and extracting web content as markdown using Firecrawl API, wi…
|
F 30 5⁄5 | ||||||||
| 15705 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||
| 15706 |
MCP server using the Aseprite API to create pixel art
|
F 30 5⁄4 | ||||||||
| 15707 |
A mock MCP server for testing MCP client implementations and development workfl…
|
F 30 5⁄5 | ||||||||
| 15708 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 15709 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15710 |
MCP Server for adding bookmarks in openai RAG
|
F 30 5⁄4 | ||||||||
| 15711 |
Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON file…
|
F 30 5⁄5 | ||||||||
| 15712 |
A bridge between LLMs and OpenWebUI workspaces that enables managing projects, …
|
F 30 5⁄5 | ||||||||
| 15713 |
Enables AI to search and retrieve South Korean legal information from the Natio…
|
F 30 5⁄5 | ||||||||
| 15714 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
|
F 30 5⁄5 | ||||||||
| 15715 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15716 |
An ingredient-based recommendation engine that identifies similar products usin…
|
F 30 5⁄4 | ||||||||
| 15717 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15718 |
Enables AI agents to send, receive, schedule, and manage SMS and MMS messages u…
|
F 30 5⁄5 | ||||||||
| 15719 |
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
|
F 30 6⁄6 | ||||||||
| 15720 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15721 |
test
|
F 30 5⁄5 | ||||||||
| 15722 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 15723 |
A focused project memory system that provides knowledge graph capabilities and …
|
F 30 5⁄4 | ||||||||
| 15724 |
Allows AI assistants to generate and transform high-quality images from text pr…
|
F 30 5⁄5 | ||||||||
| 15725 |
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
|
F 30 5⁄5 | ||||||||
| 15726 |
Fetches GitHub PR and issue data server-side and combines it with a documentati…
|
F 30 5⁄5 | ||||||||
| 15727 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15728 |
A server implementation of the Model Context Protocol that enables calling iFly…
|
F 30 5⁄5 | ||||||||
| 15729 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 15730 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15731 |
Implements Chain of Thought methodology for extended sequential thinking on com…
|
F 30 5⁄5 | ||||||||
| 15732 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15733 |
Fetch YouTube subtitles
|
F 30 5⁄5 | ||||||||
| 15734 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15735 |
Connects the Pipedrive API v2 to LLM applications, providing read-only access t…
|
F 30 5⁄5 | ||||||||
| 15736 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15737 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||
| 15738 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15739 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15740 |
Enables interaction with a TrueRAG system through a GraphQL API using the Model…
|
F 30 5⁄5 | ||||||||
| 15741 |
An MCP server that enables AI assistants to generate images using Black Forest …
|
F 30 5⁄5 | ||||||||
| 15742 |
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
F 30 5⁄5 | ||||||||
| 15743 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15744 |
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
F 30 5⁄5 | ||||||||
| 15745 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 15746 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 15747 |
Enables integration of Semgrep in development environments via the MCP protocol…
|
F 30 5⁄5 | ||||||||
| 15748 |
Enables AI-powered image and video generation through the TensorsLab API using …
|
F 30 5⁄5 | ||||||||
| 15749 |
A remote MCP server providing a tool for searching and querying ATprotocol docu…
|
F 30 5⁄5 | ||||||||
| 15750 |
A simple template for creating custom tools for Cursor IDE using Model Context …
|
F 30 5⁄5 | ||||||||