MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 64951 |
code-fundi-mcp
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CodeFundi MCP server for codebase mapping and blast-radius analysis.
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| 64952 |
sebit-mcp
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| 64953 |
MCP Color Picker
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An interactive color picker that renders as a UI inside MCP-compatible hosts li…
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| 64954 |
Ultimate Elementor MCP
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Enables comprehensive WordPress and Elementor management through 60 powerful to…
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| 64955 |
Local Explorer MCP
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Enables AI assistants to intelligently search and explore local file systems us…
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| 64956 |
Kadmia MCP Server
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Integrates Kadmia's JavaScript learning platform with AI assistants to provide …
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| 64957 |
PyPen MCP
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Enables LLM-powered browser automation and security testing with features like …
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| 64958 |
Image resize and format conversion API for AI agents. Resize images from URL: c…
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| 64959 |
XRefKit MCP
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Read-only MCP server that serves inactive definitions from XRefKit repositories…
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| 64960 |
1C via COM MCP Server
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Enables querying and interacting with 1C:Enterprise databases via COM connectio…
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| 64961 |
AMEVA MCP Toolkit
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A Model Context Protocol server integrating developer tools including Git contr…
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| 64962 |
mcp-coinbase
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Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
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| 64963 |
LinkedIn MCP Server
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Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 64964 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 64965 |
quant.ai
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MCP server for US stock quant research that provides explainable ratings, suppo…
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| 64966 |
Muninn
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Provides persistent memory for AI coding agents via MCP, allowing them to recal…
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| 64967 |
M365 Graph MCP Server
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Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
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| 64968 |
quiz-generator-ai-mcp
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quiz-generator-ai-mcp MCP server by MEOK AI Labs
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| 64969 |
Docker MCP Server
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Enables LLMs to safely execute code in isolated Docker containers with resource…
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| 64970 |
Antigravity MCP Server
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A production-ready MCP server with tools for weather, calculator, and mock data…
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| 64971 |
InterProScan MCP Service
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Provides protein family, domain, and functional annotation using InterProScan, …
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| 64972 |
MCP ML Monitor
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Monitors ML models in production for data drift and performance degradation, pr…
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| 64973 |
Poke HabitTracker MCP
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Enables Poke to read and update today's HabitTracker habits via Supabase, with …
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| 64974 |
Elysia MCP Server
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Enables creating high-performance MCP servers using Bun and Elysia, exposing re…
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| 64975 |
thinchain
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MCP server that sanitizes bad broker data and compresses options chains 95% for…
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| 64976 |
dltHub-AI-workbench
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It gives Claude Code, Cursor, and Codex structured workflows and an MCP
server …
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| 64977 |
unreal-source-mcp
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Indexes Unreal Engine source code into a local database, providing AI coding as…
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| 64978 |
MCP Skills Manager
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A server that serves reusable markdown skills (instructions, playbooks, referen…
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| 64979 |
swiss-food-safety-mcp
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MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
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| 64980 |
MCP STDIO Webhook Server
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A lightweight MCP server that accepts event envelopes, maps them to configurabl…
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| 64981 |
LSP-MCP
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Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing …
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| 64982 |
Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI c…
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| 64983 |
xtage
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Provides Claude with persistent, semantic knowledge of a codebase across sessio…
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| 64984 |
aimm-mcp
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Local MCP server for AI Model Manager that captures SQL data-model metadata and…
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| 64985 |
LibraryMCP
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A library management MCP server supporting book search, member management, and …
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| 64986 |
Enables searching and browsing the entire F5 AI Security documentation using TF…
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| 64987 |
browser-relay-mcp
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Unlimited, session-authenticated web search and fetch for AI tools using your o…
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| 64988 |
mac-pilot-mcp
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Self-learning macOS automation MCP server that remembers successful patterns an…
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| 64989 |
FSDB MCP Server
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An MCP server for reading and querying FSDB waveform files, enabling AI assista…
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| 64990 |
Writespace
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Persistent docs and memory for AI agents. Writespace is a collaborative markdow…
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| 64991 |
pagedrop-api
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Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
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| 64992 |
aegis-dq
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Agentic data quality framework that runs structured rules against warehouses (D…
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| 64993 |
NeuralVaultCore
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An MCP server that provides persistent long-term memory for AI agents via local…
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| 64994 |
gke-cred-audit
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Defensive credential-exposure auditor for GKE that inventories workload identit…
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| 64995 |
Gmail MCP Server
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Enables AI assistants to read unread Gmail emails and create draft replies, wit…
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| 64996 |
dad-jokes-mcp
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Enables fetching and managing dad jokes with tools for random jokes, multiple j…
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| 64997 |
second-brain-mcp
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Turns an Obsidian vault into semantic memory for coding agents, providing read-…
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| 64998 |
USAspending MCP
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A free, key-less MCP server for querying U.S. federal spending data from USAspe…
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| 64999 |
mcp-font-split
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Provides font subsetting and web-font generation tools (split_font, split_font_…
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| 65000 |
SuperSkill Registry
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Find, inspect and install reviewed reusable AI-agent capabilities from superski…
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