MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10601 |
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
|
C 65 5⁄4 | ||||||||
| 10602 |
Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access…
|
C 65 6⁄6 | ||||||||
| 10603 |
Enables access to UK property listings, price estimates, agent information, and…
|
C 65 5⁄5 | ||||||||
| 10604 |
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
|
C 65 5⁄5 | ||||||||
| 10605 |
Enables AI assistants to save, retrieve, and manage research content using Chro…
|
C 65 5⁄5 | ||||||||
| 10606 |
Scrape any webpage and return clean, LLM-ready content using the ZenRows API.
…
|
C 65 5⁄5 | ||||||||
| 10607 |
Provides comprehensive security analysis tools for querying the VirusTotal API,…
|
C 65 5⁄5 | ||||||||
| 10608 |
Enables searching and reading of PortOne documentation, including OpenAPI schem…
|
C 65 5⁄5 | ||||||||
| 10609 |
An MCP-based service that analyzes user search keywords to determine their inte…
|
C 65 5⁄5 | ||||||||
| 10610 |
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
|
C 65 5⁄4 | ||||||||
| 10611 |
m3u8 MCP Server
Claim
Enables parsing, downloading, and converting HLS (m3u8) streaming media through…
|
C 65 5⁄5 | ||||||||
| 10612 |
A testing server for MCP client implementations that provides tools for echoing…
|
C 65 5⁄5 | ||||||||
| 10613 |
DOCX MCP Server
Claim
A comprehensive Model Context Protocol server that processes Microsoft Word doc…
|
C 65 5⁄4 | ||||||||
| 10614 |
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
|
C 65 5⁄5 | ||||||||
| 10615 |
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
|
C 65 5⁄5 | ||||||||
| 10616 |
A local-only MCP server that uses SQLite to store, search, and manage a persona…
|
C 65 5⁄5 | ||||||||
| 10617 |
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
|
C 65 5⁄5 | ||||||||
| 10618 |
A production-ready Model Context Protocol server that integrates with ServiceNo…
|
C 65 5⁄5 | ||||||||
| 10619 |
An MCP server that provides LLM agents with full access to the Texterify transl…
|
C 65 5⁄5 | ||||||||
| 10620 |
Provides comprehensive contextual information about npm packages including READ…
|
C 65 5⁄5 | ||||||||
| 10621 |
Read and analyze GitHub repositories with your LLM
|
C 65 5⁄4 | ||||||||
| 10622 |
The open retrieval layer for AI agents. Index your entire project — code, docs,…
|
C 65 5⁄4 | ||||||||
| 10623 |
An MCP server that provides access to up-to-date Turbo JS documentation through…
|
C 65 5⁄5 | ||||||||
| 10624 |
A general-purpose MCP server that provides utility tools for echo, date/time, a…
|
C 65 5⁄5 | ||||||||
| 10625 |
Provides tools for common file processing operations including reading files, l…
|
C 65 5⁄5 | ||||||||
| 10626 |
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
|
C 65 5⁄4 | ||||||||
| 10627 |
Provides access to 7 free government and open data APIs including NOAA weather,…
|
C 65 5⁄5 | ||||||||
| 10628 |
MCP server for interacting with fal.ai models and services. Uses the latest str…
|
C 65 5⁄5 | ||||||||
| 10629 |
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
|
C 65 5⁄4 | ||||||||
| 10630 |
A Model Context Protocol (MCP) server for Microsoft Clarity
|
C 65 5⁄5 | ||||||||
| 10631 |
Provides access to the Invoices Generator API to create professional, customiza…
|
C 65 5⁄5 | ||||||||
| 10632 |
SQL Query Optimizer
Claim
Analyzes SQL queries for performance issues, provides optimization suggestions …
|
C 65 5⁄5 | ||||||||
| 10633 |
Enables LLMs to perform browser automation through the Playwright framework wit…
|
C 65 5⁄5 | ||||||||
| 10634 |
A Model Context Protocol server for reading and analyzing binary files, with in…
|
C 65 5⁄4 | ||||||||
| 10635 |
An MCP server for Mathematical expression calculation
|
C 65 5⁄4 | ||||||||
| 10636 |
AI Personal Hub
Claim
Unified personal assistant MCP server that connects local files, GitHub reposit…
|
C 65 5⁄4 | ||||||||
| 10637 |
Apple Reminders MCP
Claim
A tool that enables creating and querying Apple Reminders through natural langu…
|
C 65 5⁄4 | ||||||||
| 10638 |
Enables fetching random LGTM (Looks Good To Me) images from the LGTM API for us…
|
C 65 5⁄5 | ||||||||
| 10639 |
Travel Agent MCP Server
Claim
Provides tools to fetch up-to-date visa and immigration information for various…
|
C 65 5⁄5 | ||||||||
| 10640 |
mcp-pprof-anaylzer
Claim
This is a Model Context Protocol (MCP) server implemented in Go, providing a to…
|
C 65 5⁄5 | ||||||||
| 10641 |
Tigris MCP Server
|
C 65 6⁄6 | ||||||||
| 10642 |
MCP Document Converter
Claim
Converts Markdown text to Word documents via HTTP API, providing temporary down…
|
C 65 5⁄5 | ||||||||
| 10643 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10644 |
A starter template for deploying Model Context Protocol (MCP) servers on Vercel…
|
C 65 6⁄6 | ||||||||
| 10645 |
Team experience database - let AI accumulate, retrieve and apply team knowledge…
|
C 65 5⁄4 | ||||||||
| 10646 |
NutriAI MCP Server
Claim
Enables nutritional analysis of food descriptions by integrating with OpenAI's …
|
C 65 6⁄4 | ||||||||
| 10647 |
Providing cryptocurrency project data from Mobula.io to AI agents.
|
C 65 5⁄5 | ||||||||
| 10648 |
description: "An MCP server that enables LLMs to 'see' what's happening in br…
|
C 65 5⁄5 | ||||||||
| 10649 |
A secure vector-based memory server that provides persistent semantic memory fo…
|
C 65 5⁄4 | ||||||||
| 10650 |
AskOnSlackMCP
Claim
A Human-in-the-Loop MCP server that enables AI assistants to request informatio…
|
C 65 5⁄5 | ||||||||