MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 2 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40901 |
Trading212 MCP Server
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Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
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| 40902 |
browser-devtools-mcp
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An MCP server that provides AI coding assistants with comprehensive browser aut…
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| 40903 |
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
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| 40904 |
Jules MCP Server
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An MCP server for orchestrating Google Jules as a remote coding agent from a lo…
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| 40905 |
A MCP server for TestDino
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| 40906 |
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
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| 40907 |
VSC as MCP
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Enables AI assistants to leverage VS Code's language intelligence for code navi…
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| 40908 |
GSC MCP Server
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A TypeScript Model Context Protocol server that provides 21 tools for interacti…
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| 40909 |
Meducate MCP
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A self-aware, AI-powered MCP server that acts as a personal medical education a…
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| 40910 |
post-server
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| 40911 |
ecommerce-3d-mcp
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Enables AI assistants to generate 3D product viewers, AR try-on experiences, Sh…
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| 40912 |
Motion MCP Server
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Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
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| 40913 |
microsandbox-mcp
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Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
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| 40914 |
pi-subagent
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Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agen…
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| 40915 |
HP ALM MCP Server
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Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
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| 40916 |
profile
Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
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| 40917 |
linux-admin-mcp-server
Claim
Linux system administration via AI agents — MCP server for managing services, p…
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| 40918 |
sprinter
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A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
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| 40919 |
youtube-complete-mcp
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MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callab…
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| 40920 |
@formegifts/mcp
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MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 40921 |
confluence-mcp
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MCP server for Confluence REST API enabling page retrieval, attachment download…
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| 40922 |
mcp-jira
Claim
An async MCP server for JIRA integration, enabling AI assistants to search, cre…
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| 40923 |
cc-mvp
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A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefa…
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| 40924 |
Instagram DM MCP Server
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Enables sending and receiving Instagram Direct Messages, managing conversations…
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| 40925 |
tor-mcp
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Routes web requests from AI tools through Tor for anonymized fetching, with sel…
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| 40926 |
A unified MCP server providing programmatic access to three major academic rese…
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| 40927 |
vessel-traffic-mcp
Claim
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
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| 40928 |
spoken-mcp
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A voice-enabled interface for Claude Desktop that supports speech-to-text input…
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| 40929 |
gemini-grounding
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An MCP server that provides real-time information access using Google Gemini's …
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| 40930 |
lightmcp
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| 40931 |
Salesforce MCP Server
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Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
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| 40932 |
PyKernel MCP
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MCP server that provides a persistent IPython kernel for executing Python code …
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| 40933 |
is-even-mcp
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Helps AI agents determine whether a number is even or not.
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| 40934 |
everything-mcp-server
Claim
Enables instant file searches on Windows using Everything's native SDK, support…
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| 40935 |
MEK MCP
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MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
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| 40936 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 40937 |
sandbox-mcp
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Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
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| 40938 |
omni-dev
Claim
MCP server for Atlassian Jira and Confluence with schema-validated Markdown↔ADF…
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| 40939 |
Symbols Awakening MCP
Claim
A symbolic reasoning engine that enables symbolic ontology operations through a…
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| 40940 |
A local MCP server providing read-only access to documents like Word, PDF, Exce…
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| 40941 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 40942 |
Malware-Sandbox-mcp
Claim
Enables assistants to analyze files and URLs for malware by integrating with se…
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| 40943 |
Enables querying Luxembourgish competition data, including regulations, decisio…
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| 40944 |
komoot-mcp
Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
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| 40945 |
unified-mcp
Claim
A wrapper MCP server that enables simultaneous memory storage and retrieval acr…
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| 40946 |
Enables AI-assisted development by running and testing code directly on Databri…
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| 40947 |
tarefas-mcp
Claim
An MCP server that provides tools to create and list tasks by calling a REST AP…
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| 40948 |
indesign-cli MCP Server
Claim
Enables AI agents to directly control Adobe InDesign through CLI commands, prov…
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| 40949 |
mcp-gpu-server
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Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools…
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| 40950 |
ragkit
Claim
A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data…
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