MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34051 |
url-ai-mcp
Claim
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …
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| 34052 |
toml-yaml-json-mcp
Claim
Parse, format, and convert configs across TOML, YAML, and JSON.
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| 34053 |
Next.js MCP Server
Claim
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
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| 34054 |
sifflet-mcp
Claim
Enables data observability operations with the Sifflet platform. Supports explo…
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| 34055 |
YanceLint MCP Server
Claim
Enables AI coding assistants like Claude Code to perform real-time code linting…
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| 34056 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
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| 34057 |
csv-explorer-mcp
Claim
A Model Context Protocol server for exploring and analyzing CSV files, providin…
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| 34058 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 34059 |
tentra-mcp
Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
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| 34060 |
contract-review-ai-mcp
Claim
contract-review-ai-mcp MCP server by MEOK AI Labs
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| 34061 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 34062 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 34063 |
XServer MCP Server
Claim
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
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| 34064 |
MarkItDown MCP Server
Claim
A production-ready MCP server for converting documents and files to Markdown us…
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| 34065 |
DB Assistant MCP Server
Claim
Enables natural language performance analysis and optimization of AWS Aurora My…
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| 34066 |
Converts documents (PDF, Word, PPT, images, HTML) to Markdown via MinerU API. S…
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| 34067 |
PRG MCP
Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
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| 34068 |
ecz-id-mcp-verifier
Claim
Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, expla…
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| 34069 |
mcp-server
Claim
Passport visa, entry & transit requirements for any country pair, with official…
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| 34070 |
Paragon MCP Server
Claim
Enables AI agents to access prebuilt actions for 130+ SaaS integrations via Par…
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| 34071 |
backchannel
Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
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| 34072 |
claude-mem-lite
Claim
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
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| 34073 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 34074 |
mcp-adr
Claim
Enables AI assistants to create, manage, diagram, and export Architecture Decis…
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| 34075 |
Enables image generation and editing using OpenAI's GPT Image API (gpt-image-1,…
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| 34076 |
Enables automated Python code quality checks including linting, complexity anal…
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| 34077 |
Omnier CRM
Claim
The CRM built for agents. Give your agent the CRM and go talk to people
https:/…
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| 34078 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 34079 |
mcp-epo-ops
Claim
Enables querying patent data from the European Patent Office, including bibliog…
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| 34080 |
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
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| 34081 |
Votura Tours
Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
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| 34082 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 34083 |
mahjong-calculator
Claim
Enables mahjong score calculation from Claude by inputting tile configurations,…
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| 34084 |
renfield-mcp-filesystem
Claim
Watches local and SMB folders for settled new files and pushes them into the Re…
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| 34085 |
MCP Tool Factory
Claim
A framework for building hot-loadable MCP tools that feature conversational neg…
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| 34086 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 34087 |
Renderer MCP Server
Claim
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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| 34088 |
visual-hunt-mcp
Claim
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
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| 34089 |
manim-mcp
Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
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| 34090 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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| 34091 |
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-co…
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| 34092 |
MCP Server SearXNG
Claim
MCP server for SearXNG meta search engine with enhanced error handling and para…
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| 34093 |
Scaleway MCP Server
Claim
A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling…
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| 34094 |
quickstart-resources
Claim
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| 34095 |
PrintQueueApp MCP Server
Claim
Enables managing a print queue for office documents via a WinUI GUI, supporting…
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| 34096 |
OctoTrip Rental Cars
Claim
Free, no-login rental car search with real-time pricing.
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| 34097 |
plane-mcp-server
Claim
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
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| 34098 |
parchmark-mcp
Claim
MCP server for managing ParchMark notes via Claude Code/Desktop. Provides tools…
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| 34099 |
Daz Pilot
Claim
MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio …
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| 34100 |
Chirindo
Claim
A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts…
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