MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36951 |
web-tools-mcp-server
Claim
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
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| 36952 |
Salesforce MCP Server
Claim
Enables natural language interaction with Salesforce for data operations, schem…
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| 36953 |
mcp-openidea-search
Claim
Enables federated search across 10 open-knowledge providers via Open Idea. User…
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| 36954 |
api-mock-generator
Claim
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
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| 36955 |
instapaper-mcp
Claim
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
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| 36956 |
reactome-mcp
Claim
Enables coding agents to interact with the Reactome pathway database, including…
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| 36957 |
CollabMCP
Claim
Provides shared real-time context for Claude Code agents, including scope aware…
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| 36958 |
MCP PR Recommender
Claim
Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 36959 |
ChemDraw Server
Claim
Provides chemical informatics endpoints for converting between chemical names a…
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| 36960 |
mcp-semanticscholar
Claim
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
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| 36961 |
clair
Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
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| 36962 |
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
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| 36963 |
Onplana
Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
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| 36964 |
ComfyUI MCP Server
Claim
Enables AI agents to generate and iteratively refine images, audio, and video t…
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| 36965 |
notes-mcp
Claim
A simple MCP server for chatbot/human collaborative management of text content …
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| 36966 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 36967 |
Homebox MCP Server
Claim
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
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| 36968 |
tt
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| 36969 |
fallscout-mcp
Claim
Exposes sales outreach and psychological profiling tools (psyche, research, DMs…
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| 36970 |
viot-tasktisk
Claim
MCP server for qlda-viot task tracking, providing tools to view dashboard, upda…
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| 36971 |
An MCP server that enables LLM coding agents to deploy web applications to AWS …
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| 36972 |
WpfPilot MCP
Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
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| 36973 |
garoon-mcp-server
Claim
Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 36974 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
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| 36975 |
VideoGenerationMCP
Claim
An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
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| 36976 |
Tldraw MCP Server
Claim
This project integrates tldraw with Claude AI using the Model Context Protocol …
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| 36977 |
voice-mcp
Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
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| 36978 |
Executive Copilot
Claim
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
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| 36979 |
MCP Tool Hub
Claim
A desktop management platform for plugin management, log querying, service cont…
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| 36980 |
lightwave-mcp
Claim
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
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| 36981 |
RecourseOS
Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
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| 36982 |
Webex Bot MCP
Claim
Enables automated messaging, room management, and team collaboration through th…
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| 36983 |
markfetch-mcp
Claim
Enables AI agents to fetch any web page as clean markdown or screenshot it, tur…
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| 36984 |
Cuéntica MCP
Claim
MCP server to interact with the Cuéntica accounting API, allowing users to mana…
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| 36985 |
godot-docs-mcp
Claim
Query Godot Engine documentation with full-text search across classes, methods,…
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| 36986 |
Chronicle Beta
Claim
A local-first personal RAG memory system that turns AI conversation history int…
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| 36987 |
strompreis-mcp
Claim
MCP server that gives AI agents real-time German electricity price forecasts.
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| 36988 |
agent-ready-mcp
Claim
Enables AI agents to scan any website for agent-readiness and generate the nece…
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| 36989 |
amazon-ads-mcp
Claim
Enables natural language querying of Amazon Advertising data including Sponsore…
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| 36990 |
SecOps MCP
Claim
Provides access to 13+ penetration testing and security audit tools through a u…
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| 36991 |
jira-digest-mcp
Claim
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
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| 36992 |
AI Engineer MCP
Claim
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
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| 36993 |
mcp-everything-search
Claim
Integrates Everything file search with Claude Desktop, enabling instant Windows…
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| 36994 |
Repliers MCP Server
Claim
Provides tools to access the Repliers API for real estate listings, property se…
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| 36995 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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| 36996 |
Storyblok MCP
Claim
Enables to manage Storyblok components through natural language descriptions, i…
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| 36997 |
MCP Feedback Server
Claim
Enables agents to request and receive user feedback during task execution throu…
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| 36998 |
MCP TypeScript Starter
Claim
A feature-complete MCP server template in TypeScript demonstrating tools, resou…
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| 36999 |
roon-mcp
Claim
MCP server to control the Roon music player, enabling AI agents to search music…
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| 37000 |
siglent-sds-mcp
Claim
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
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