MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1601 |
Vivid MCP
Claim
Open a Vivid Business account from your AI chat via MCP.
|
B 79 6⁄6 | ||||||||
| 1602 |
PraisonAI
Claim
AI Agents Framework with Self Reflection and MCP support
|
B 79 5⁄4 | ||||||||
| 1603 |
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
|
B 79 5⁄5 | ||||||||
| 1604 |
|
B 79 5⁄5 | ||||||||
| 1605 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 5⁄5 | ||||||||
| 1606 |
Memex
Claim
Enables searching and retrieving Claude Code conversation history that would ot…
|
B 79 5⁄4 | ||||||||
| 1607 |
Enables AI coding assistants to control and inspect a live Chrome browser throu…
|
B 79 5⁄4 | ||||||||
| 1608 |
Git-driven MCP server that manages and provides prompt templates with Handlebar…
|
B 79 5⁄5 | ||||||||
| 1609 |
MCP-to-MCP Tic-Tac-Toe
Claim
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
|
B 79 6⁄6 | ||||||||
| 1610 |
This server provides real-time system performance metrics via Performance Co-Pi…
|
B 79 5⁄4 | ||||||||
| 1611 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1612 |
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
|
B 79 5⁄5 | ||||||||
| 1613 |
ZIM RAG MCP Server
Claim
Enables interaction with .zim archives by providing tools for article search, c…
|
B 79 4⁄4 | ||||||||
| 1614 |
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
|
B 79 5⁄5 | ||||||||
| 1615 |
Protect media from AI training, detect AI-generated content, and find stolen wo…
|
B 79 5⁄4 | ||||||||
| 1616 |
Official Google Analytics MCP Server
|
B 79 5⁄5 | ||||||||
| 1617 |
Provides access to the Czech ARES business registry API, enabling search and re…
|
B 79 5⁄5 | ||||||||
| 1618 |
SOLx402 MCP Server
Claim
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
|
B 79 5⁄5 | ||||||||
| 1619 |
Run queries against InfluxDB OSS API v2.
|
B 79 5⁄5 | ||||||||
| 1620 |
A production-grade MCP server offering modules for GitHub issue/PR triage, live…
|
B 79 5⁄5 | ||||||||
| 1621 |
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
B 79 5⁄4 | ||||||||
| 1622 |
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
|
B 79 5⁄4 | ||||||||
| 1623 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1624 |
A server that allows AI agents to interact with the Tally API to access DAO gov…
|
B 79 5⁄5 | ||||||||
| 1625 |
Read, write, and remove metadata from 150+ file formats using ExifTool
|
B 79 5⁄5 | ||||||||
| 1626 |
A server facilitating web search functionality by utilizing Perplexity AI's API…
|
B 79 5⁄5 | ||||||||
| 1627 |
Enables users to control FreeCAD through natural language for creating, editing…
|
B 79 4⁄4 | ||||||||
| 1628 |
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
|
B 79 5⁄5 | ||||||||
| 1629 |
Connect to Perplexity Comet browser for agentic web browsing, deep research, an…
|
B 79 5⁄4 | ||||||||
| 1630 |
Complete product and pricing data solution for AI assistants. Search for produc…
|
B 79 5⁄5 | ||||||||
| 1631 |
A local-first MCP server that enables intent-based searching across over 350 of…
|
B 79 5⁄4 | ||||||||
| 1632 |
ragmap
Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
|
B 79 5⁄4 | ||||||||
| 1633 |
MCP server for HarmonyOS development - interact with projects, devices, and app…
|
B 79 5⁄4 | ||||||||
| 1634 |
Portuguese legislation via MCP — full-text search across statutes and provisions
|
B 79 5⁄4 | ||||||||
| 1635 |
MCPlex-AI-v1.0
Claim
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
|
B 79 5⁄4 | ||||||||
| 1636 |
Comprehensive Monarch Money integration with read and write support for account…
|
B 79 5⁄5 | ||||||||
| 1637 |
Math & statistics graphing, computation, visualization, and validation engine
|
B 79 5⁄4 | ||||||||
| 1638 |
A Go implementation of a Model Context Protocol (MCP) server for Trino
|
B 79 5⁄4 | ||||||||
| 1639 |
A server that leverages Cloudflare Browser Rendering to extract and process web…
|
B 79 5⁄5 | ||||||||
| 1640 |
Generates entertaining stories told entirely through emojis with adjustable cha…
|
B 79 5⁄5 | ||||||||
| 1641 |
Provides summarised output from various actions that could otherwise eat up tok…
|
B 79 5⁄4 | ||||||||
| 1642 |
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
|
B 79 5⁄5 | ||||||||
| 1643 |
Enables AI assistants to search for products, retrieve listing details, get sho…
|
B 79 5⁄5 | ||||||||
| 1644 |
A Model Context Protocol server for Zendesk
|
B 79 5⁄4 | ||||||||
| 1645 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1646 |
pty-mcp
Claim
Interactive PTY sessions for AI agents — local shells, SSH with persistent sess…
|
B 79 4⁄4 | ||||||||
| 1647 |
A TypeScript-based MCP server that enables users to write text notes directly t…
|
B 79 5⁄4 | ||||||||
| 1648 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1649 |
A security-hardened MCP server for generating and editing images using Google G…
|
B 79 5⁄5 | ||||||||
| 1650 |
A metasearch library that aggregates results from diverse web search services
|
B 79 5⁄4 | ||||||||