MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33051 |
Generates images via SiliconFlow API with support for multiple models, concurre…
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| 33052 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 33053 |
sales-agent
Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
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| 33054 |
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
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| 33055 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 33056 |
memory-arbiter-mcp
Claim
A lightweight, fully local MCP server that provides AI coding tools with a shar…
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| 33057 |
Pigeon MCP Server
Claim
A kanban board MCP server that enables AI agents to read and write project boar…
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| 33058 |
Enables AI models to search and retrieve bibliographic and digitized records fr…
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| 33059 |
notion-mcp
Claim
MCP server with 23 tools for full Notion integration, enabling database, page, …
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| 33060 |
test-mcp2
Claim
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| 33061 |
MCP Buste Paga
Claim
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clie…
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| 33062 |
fsq-codebase
Claim
Enables fast semantic code search using FSQ embeddings, with zero-config indexi…
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| 33063 |
DMTicket MCP Server
Claim
Provides AI agents live access to a DMTicket workspace for managing contacts, c…
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| 33064 |
lumen-mcp
Claim
Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, support…
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| 33065 |
swagger-ts-mcp
Claim
Generates TypeScript types for API functions from Swagger/OpenAPI documents, en…
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| 33066 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 33067 |
frida-mcp
Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
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| 33068 |
Obsidian MCP Server
Claim
A lightweight MCP server that enables AI assistants to securely read, create, a…
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| 33069 |
Enables AI agents to securely interact with IBM OpenPages GRC platform through …
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| 33070 |
A local-first MCP server for auditing, drafting, and planning updates to your p…
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| 33071 |
Trade DeFi using plain language prompts.
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| 33072 |
cosync-local
Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
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| 33073 |
Enables intelligent discovery and management of Claude Skills through semantic …
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| 33074 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 33075 |
gnomon
Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
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| 33076 |
github-project-info-mcp
Claim
An MCP server that reads public GitHub Projects v2 boards (including item-level…
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| 33077 |
bear-mcp
Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
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| 33078 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 33079 |
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
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| 33080 |
Scrapegraphai_MCP
Claim
A local stdio MCP server for structured web scraping with ScrapeGraphAI and an …
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| 33081 |
soc2-compliance-ai-mcp
Claim
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
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| 33082 |
BORME MCP Server
Claim
Enables querying Spain's official company registry (BORME) for company events s…
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| 33083 |
graphql-mcp-server
Claim
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
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| 33084 |
EDC MCP Server
Claim
Enables AI assistants to interact with Eclipse Dataspace Components (EDC) conne…
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| 33085 |
baozhibao-mcp-server
Claim
MCP server for managing personal items with expiration dates, enabling AI agent…
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| 33086 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 33087 |
Instrument MCP Server
Claim
Enables natural language control of test instruments like spectrum analyzers an…
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| 33088 |
mcp-blender-server
Claim
A Python-based MCP server for integrating Blender and 3D modeling capabilities …
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| 33089 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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| 33090 |
weather-mcp
Claim
Provides US weather alerts and forecasts via the National Weather Service API.
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| 33091 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
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| 33092 |
Bitbucket MCP
Claim
MCP server for Bitbucket Cloud, focused on pull-request review workflows
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| 33093 |
QCDatabase.AI
Claim
Connects AI assistants to QCDatabase.AI for everyday construction quality-contr…
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| 33094 |
PointsYeah MCP Server
Claim
Enables award flight search across 20+ airline programs using PointsYeah, with …
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| 33095 |
Image-Vision MCP Server
Claim
Enables text-only language models to 'see' and describe images by calling multi…
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| 33096 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 33097 |
nicegui-llm-bridge
Claim
Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …
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| 33098 |
MCP server for the Envato Market API that provides AI agents with purchase veri…
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| 33099 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 33100 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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