MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15251 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
|
F 30 5⁄5 | ||||||||
| 15252 |
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
|
F 30 5⁄5 | ||||||||
| 15253 |
Evolve and optimize solutions across multiple generations using genetic algorit…
|
F 30 5⁄4 | ||||||||
| 15254 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 15255 |
A server-based tool that enables the generation of mathematical animations from…
|
F 30 5⁄5 | ||||||||
| 15256 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15257 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15258 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15259 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 15260 |
VariFlight's official MCP server provides tools to query flight, weather, comfo…
|
F 30 5⁄4 | ||||||||
| 15261 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15262 |
7-layer recursive agent memory with context branching, holographic recall, drea…
|
F 30 5⁄5 | ||||||||
| 15263 |
A lightweight server that uses ChatGPT to qualify leads using the BANT framewor…
|
F 30 5⁄5 | ||||||||
| 15264 |
Tokenized user identity and virtual Visa cards for AI agents. Delegated user co…
|
F 30 5⁄4 | ||||||||
| 15265 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15266 |
An MCP server that enables sending Markdown-formatted notifications to Microsof…
|
F 30 5⁄5 | ||||||||
| 15267 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15268 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 15269 |
Enables AI-powered payment management for Bayarcash, allowing users to create p…
|
F 30 5⁄5 | ||||||||
| 15270 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 15271 |
The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that…
|
F 30 6⁄6 | ||||||||
| 15272 |
A Python-based MCP server that facilitates structured problem-solving through s…
|
F 30 5⁄5 | ||||||||
| 15273 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 15274 |
A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP …
|
F 30 5⁄5 | ||||||||
| 15275 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 15276 |
Enable AI agents to perform sequential thinking processes with dynamic thought …
|
F 30 5⁄4 | ||||||||
| 15277 |
A Python-based implementation of the Model Context Protocol that enables commun…
|
F 30 5⁄4 | ||||||||
| 15278 |
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
|
F 30 5⁄4 | ||||||||
| 15279 |
A lightweight MCP server that enables database access and querying through ODBC…
|
F 30 5⁄4 | ||||||||
| 15280 |
An experimental MCP server providing spatial context for LLMs by interfacing wi…
|
F 30 5⁄5 | ||||||||
| 15281 |
|
F 30 5⁄4 | ||||||||
| 15282 |
Enables querying WolframAlpha's LLM API for natural language questions, providi…
|
F 30 5⁄5 | ||||||||
| 15283 |
A server that translates Model Context Protocol (MCP) tool callings to traditio…
|
F 30 5⁄5 | ||||||||
| 15284 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 15285 |
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
F 30 5⁄5 | ||||||||
| 15286 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15287 |
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
|
F 30 5⁄5 | ||||||||
| 15288 |
Connects the Pipedrive API v2 to LLM applications, providing read-only access t…
|
F 30 5⁄5 | ||||||||
| 15289 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15290 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
|
F 30 5⁄4 | ||||||||
| 15291 |
Fetch YouTube subtitles
|
F 30 5⁄5 | ||||||||
| 15292 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15293 |
Fetches GitHub PR and issue data server-side and combines it with a documentati…
|
F 30 5⁄5 | ||||||||
| 15294 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15295 |
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; …
|
F 30 5⁄4 | ||||||||
| 15296 |
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
|
F 30 6⁄6 | ||||||||
| 15297 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15298 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15299 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 15300 |
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
|
F 30 5⁄5 | ||||||||