MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65901 |
vghsdk-mcp
Claim
MCP server for querying patient, surgery, outpatient, inpatient, consent, and I…
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| 65902 |
Solana MCP Demo
Claim
Provides basic Solana RPC methods and prompts for AI models to interact with th…
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| 65903 |
Composer
Claim
<p align="center">
<img src="https://github.com/OliverGrabner/composer-mcp/ra…
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| 65904 |
trustboost-pii-sanitizer
Claim
PII sanitization layer for autonomous AI agent pipelines. Detects and redacts e…
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| 65905 |
notion-mpm
Claim
Enables interaction with Notion workspaces through a comprehensive set of tools…
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| 65906 |
SyncContext
Claim
MCP server that provides a shared semantic memory layer for AI coding agents, e…
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| 65907 |
Codebase RAG MCP Server
Claim
Enables AI agents to chat with codebases by indexing local directories or GitHu…
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| 65908 |
yandex-search-mcp
Claim
Enables Yandex search with advanced content extraction, analysis, and LLM-conte…
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| 65909 |
hpc-mcp
Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
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| 65910 |
AgentLedger
Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
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| 65911 |
mcp-server-nmap
Claim
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
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| 65912 |
excel-mcp-server
Claim
Enables manipulation of Excel files including creating, reading, writing data, …
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| 65913 |
mcp-financial-data
Claim
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
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| 65914 |
Airesearch
Claim
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| 65915 |
oscp-companion
Claim
Provides structured pentesting methodology knowledge base with 7 read-only tool…
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| 65916 |
evermemos-mcp-server
Claim
Enables AI coding assistants to store and retrieve persistent long-term memory …
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| 65917 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 65918 |
haksnbot-memory
Claim
Provides persistent memory storage for AI agents with full-text search, tagging…
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| 65919 |
Semantic Code MCP Server
Claim
Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…
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| 65920 |
litmos-mcp
Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
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| 65921 |
Blender MCP
Claim
Enables AI assistants to create, inspect, and animate 3D scenes in Blender thro…
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| 65922 |
screen-control-mcp
Claim
An MCP server that enables viewing all screens and controlling mouse and keyboa…
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| 65923 |
Malloy MCP Server
Claim
An MCP server for executing Malloy queries and managing Malloy resources.
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| 65924 |
maxed-mcp
Claim
MCP server providing deterministic accounting tools for AI agents, including ba…
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| 65925 |
aseprite-mcp
Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
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| 65926 |
skillsmp-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to search and read skills f…
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| 65927 |
mcp-watched
Claim
API-first website change detection with native MCP support
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| 65928 |
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
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| 65929 |
Godot MCP Server
Claim
A Model Context Protocol server that enables AI assistants to manage and intera…
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| 65930 |
Session Think MCP
Claim
A session-based thinking workspace for Claude that preserves and structures rea…
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| 65931 |
Enables querying Rice Business Stock Market Data Portal using natural language …
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| 65932 |
MCP Agentic AI Server
Claim
A dual-server MCP implementation with task-based AI processing using Google Gem…
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| 65933 |
Mac MCP
Claim
A local macOS MCP server for AI Agents that exposes safe endpoints for shell co…
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| 65934 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 65935 |
ilovepdf-mcp
Claim
An MCP server that integrates the iLovePDF API to enable PDF manipulation tasks…
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| 65936 |
Remote MCP Server
Claim
A Python-based MCP server that provides mathematical tools like addition and ra…
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| 65937 |
db_mcp
Claim
Enables searching and retrieving full text and translations from the Korean Cla…
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| 65938 |
Enables customer support across e-commerce platforms by providing order managem…
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| 65939 |
mcp
Claim
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-brows…
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| 65940 |
Provides access to Victoria, Australia's public holidays and important dates vi…
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| 65941 |
mcpgsc
Claim
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| 65942 |
spark-mcp
Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
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| 65943 |
contextsliver
Claim
An MCP server that indexes codebases into a local graph and provides on-demand …
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| 65944 |
JobSpy MCP Server
Claim
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
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| 65945 |
url-content-mcp
Claim
MCP server that fetches raw HTML content from a given URL to provide web contex…
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| 65946 |
nws-mcp-server
Claim
MCP server that integrates the National Weather Service API to fetch weather al…
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| 65947 |
Provides intelligent weekly schedule analysis from Google Calendar, including d…
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| 65948 |
okf-mcp
Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
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| 65949 |
karate-graph-mcp
Claim
Enables analysis of Karate framework feature files, extracting dependencies and…
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| 65950 |
terminal-x-mcp
Claim
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
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