MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2751
alpadalar
netops-mcp Claim
Comprehensive DevOps and networking MCP server providing standardized access to…
B 77 54 70 70 N/A 59 92 93
2752
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2753
sinewaveai
A security scanner for AI coding agents and autonomous assistants that scans co…
B 77 54 71 61 N/A 61 95 95
2754
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2755
briandconnelly
mcp-server-ipinfo Claim
IP address geolocation and network information using IPInfo API
B 77 55 64 73 79 83 93
2756
hyzhak
Ollama MCP Server Claim
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
B 77 54 78 61 N/A 54 90 98
2757
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
2758
unclaimed-sol
unclaimed-sol Claim
Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.
B 77 54 67 77 N/A 50 95 94
2759
RichardDillman
SEO Audit MCP Server Claim 1
Provides comprehensive technical SEO auditing tools including page analysis, si…
B 77 55 90 100 N/A 29 95 50
2760
Jing-yilin
Reddit MCP Server Claim
Enables access to Reddit data including posts, comments, user profiles, and sub…
B 77 55 94 62 42 81 94
2761
hanweg
mcp-pdf-tools Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 54 86 55 N/A 45 95 98
2762
Bigsy
maven-mcp-server Claim 1
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
B 77 55 90 100 52 83 44
2763
TeamDay-AI
Connects AI assistants to SE Ranking's SEO and project management APIs to enabl…
B 77 55 90 66 50 82 89
2764
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 44 67 N/A N/A 41 95 97
2765
spectra-g
engram Claim
MCP adapter for Engram - organizational memory for AI agents
B 77 54 78 61 N/A 60 94 90
2766
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2767
VirtusLab
llm-tools-mcp Claim
Connect to MCP servers right from your shell. Plugin for simonw/llm.
B 77 54 88 55 N/A 66 90 83
2768
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2769
JordanCoin
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
B 77 54 90 63 N/A 30 94 93
2770
yeuxuan
Acemcp Claim
Provides code repository indexing and semantic search capabilities, allowing na…
B 77 54 84 68 N/A 32 95 96
2771
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2772
openpharma-org
Provides access to Medicaid public data including drug pricing (NADAC), state e…
B 77 55 100 100 45 81 39
2773
akhilthomas236
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
B 77 55 84 68 46 82 95
2774
yuriyo
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
B 77 55 62 82 60 81 99
2775
nathanstitt
Shotter Claim
Enables AI assistants to automate iOS Simulator interactions including device m…
B 77 54 94 58 N/A 32 90 100
2776
ncsound919
Enables auto-configuration and validation of React components against a glassmo…
B 77 54 86 58 N/A 53 92 92
2777
brianirish
Provides instant access to comprehensive Laravel ecosystem documentation includ…
B 77 54 84 33 N/A 79 95 97
2778
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 54 72 60 82 89 88
2779
hanweg
mcp-discord Claim
Provides Discord integration capabilities to MCP clients like Claude Desktop.
B 77 55 86 63 47 81 100
2780
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2781
5p00kyy
Seafile MCP Server Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 55 88 68 43 82 97
2782
ZubeidHendricks
YouTube MCP Server Claim
This server allows AI language models to interact with YouTube content through …
B 77 55 100 63 33 77 99
2783
AndyManastorm
Enable seamless file operations, repository management, and advanced search fun…
B 77 54 80 65 N/A 50 87 95
2784
tuannvm
codex-mcp-server Claim 1
Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation,…
B 77 55 71 100 N/A 46 95 61
2785
davidteren
claude-server Claim
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
B 77 54 94 58 N/A 26 95 100
2786
tanevanwifferen
UseScraper MCP Server Claim 2
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
B 77 55 96 68 37 82 91
2787
thesammykins
Beep Boop MCP Claim
A Model Context Protocol (MCP) server for coordinating work between multiple AI…
B 77 55 84 100 67 81 41
2788
sultannaufal
Puppeteer MCP Server Claim 1
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
B 77 54 100 46 40 92 97
2789
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2790
ifmelate
MCP server that allow LLM in agent mode builds n8n workflows for you
B 77 54 96 62 N/A 82 89 54
2791
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
2792
kerlos
Elysia MCP Plugin Claim 1
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) serve…
B 77 55 90 62 55 81 91
2793
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
2794
eea
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
B 77 55 86 68 53 76 95
2795
chakradharkalle03-arch
Enables semantic search and question-answering over semiconductor component dat…
B 77 54 100 60 N/A 19 95 92
2796
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2797
cnye36
Enables AI assistants to interact with Slack workspaces through secure OAuth 2.…
B 77 55 84 73 37 82 98
2798
gbrigandi
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
B 77 55 90 57 53 81 100
2799
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 55 96 100 N/A 50 81 39
2800
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
Showing 2751–2800 of 67181 servers
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