MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
|
F 30 5⁄5 | ||||||||
| 15852 |
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
|
F 30 5⁄5 | ||||||||
| 15853 |
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from…
|
F 30 5⁄5 | ||||||||
| 15854 |
Unifies glossary lookup, composition design and validation, certification prepa…
|
F 30 5⁄5 | ||||||||
| 15855 |
A Model Context Protocol server that enables AI clients to interact with BlazeS…
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F 30 5⁄5 | ||||||||
| 15856 |
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
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F 30 5⁄5 | ||||||||
| 15857 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15858 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
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F 30 5⁄5 | ||||||||
| 15859 |
Refine messy backlog items into structured, actionable work items with titles, …
|
F 30 5⁄5 | ||||||||
| 15860 |
Implements a Model Context Protocol (MCP) server powered by Flux API from Cepha…
|
F 30 5⁄5 | ||||||||
| 15861 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15862 |
Predict anything with Chronulus AI forecasting and prediction agents.
|
F 30 5⁄5 | ||||||||
| 15863 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 15864 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15865 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15866 |
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
F 30 5⁄5 | ||||||||
| 15867 |
Gives VS Code agent mode planning superpowers with dynamic todo lists
|
F 30 5⁄4 | ||||||||
| 15868 |
Interact with your Fibery workspace.
|
F 30 5⁄5 | ||||||||
| 15869 |
A lightweight yet robust server that empowers AI assistants to securely execute…
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F 30 5⁄4 | ||||||||
| 15870 |
A lightning-fast, self-hosted knowledge store and memory layer for AI agents
|
F 30 5⁄4 | ||||||||
| 15871 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15872 |
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
|
F 30 5⁄5 | ||||||||
| 15873 |
An interactive disassembler for the CPU 6502, focused on Commodore 8-bit comput…
|
F 30 6⁄4 | ||||||||
| 15874 |
Enables music generation through Suno AI, providing tools for account authentic…
|
F 30 5⁄4 | ||||||||
| 15875 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15876 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15877 |
A Model Context Protocol server implementation that enables connection between …
|
F 30 6⁄6 | ||||||||
| 15878 |
Provides AI-powered selection and generation of specialized system prompts from…
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F 30 5⁄5 | ||||||||
| 15879 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||
| 15880 |
AI-powered brand identity generation via MCP with design tokens, typography, an…
|
F 30 5⁄4 | ||||||||
| 15881 |
Enables users to manage Kanban-style tasks with priorities, tags, and statuses …
|
F 30 5⁄5 | ||||||||
| 15882 |
A TypeScript-based Model Context Protocol server that enables large language mo…
|
F 30 5⁄5 | ||||||||
| 15883 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
F 30 5⁄5 | ||||||||
| 15884 |
Collects and stores Danbooru character data in a Turso cloud database with auto…
|
F 30 5⁄5 | ||||||||
| 15885 |
Enables interaction with a TrueRAG system through a GraphQL API using the Model…
|
F 30 5⁄5 | ||||||||
| 15886 |
🧠 Production-ready MCP server providing intelligent memory for Claude Code with…
|
F 30 5⁄4 | ||||||||
| 15887 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15888 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
|
F 30 5⁄5 | ||||||||
| 15889 |
Provides secure access to Tennis Warehouse product data, enabling users to sear…
|
F 30 5⁄5 | ||||||||
| 15890 |
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
|
F 30 6⁄4 | ||||||||
| 15891 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
|
F 30 6⁄6 | ||||||||
| 15892 |
Connects AI agents to Accord chat server instances via the Model Context Protoc…
|
F 30 5⁄4 | ||||||||
| 15893 |
A Model Context Protocol server that allows AI agents to interact with Apache D…
|
F 30 5⁄5 | ||||||||
| 15894 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 15895 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 15896 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15897 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15898 |
An intelligent debugging assistant that automates the debugging process by anal…
|
F 30 5⁄5 | ||||||||
| 15899 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
F 30 5⁄4 | ||||||||
| 15900 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||