MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2551
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2552
laktek
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
B 77 54 90 56 N/A 30 95 100
2553
localden
🔒 Reference MCP servers that demo how authentication works with the current Mod…
B 77 54 80 65 N/A 34 95 100
2554
chakradharkalle03-arch
Enables semantic search and question-answering over semiconductor component dat…
B 77 54 100 60 N/A 19 95 92
2555
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2556
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2557
mazemaze
Enables task management and automated development workflow tracking with Eureka…
B 77 54 94 63 N/A 24 95 94
2558
WW-AI-Lab
A production-ready development scaffold for MCP servers, optimized for Cursor I…
B 77 55 78 70 61 81 95
2559
ccc0168
Modes MCP Server Claim 2
The Modes MCP Server allows for comprehensive management and control over custo…
B 77 54 90 67 N/A 26 92 96
2560
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 55 96 100 N/A 50 81 39
2561
agenticstore
agentic-store-mcp Claim 1
A collection of self-hosted, open-source tools that enable AI agents to perform…
B 77 55 66 100 53 81 79
2562
arekhalpern
MCP-LOGO-GEN Claim
MCP Tool Server for Logo Generation. This server provides logo generation capab…
B 77 54 78 63 N/A 48 95 94
2563
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
2564
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
2565
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
2566
Durable-Technology
mcp-micromanage Claim 1
Controls coding agents by enforcing structured implementation plans with PRs an…
B 77 55 76 100 N/A 41 95 60
2567
parmarjh
MCP Reasoner Claim 1
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
B 77 54 84 67 N/A 42 90 91
2568
betson-uni
browser-inspector-mcp Claim 1
Gives AI coding tools access to the CSS cascade the way DevTools does — which r…
B 77 54 84 61 N/A 54 92 91
2569
yeuxuan
Acemcp Claim
Provides code repository indexing and semantic search capabilities, allowing na…
B 77 54 84 68 N/A 32 95 96
2570
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
2571
xinrong-meng
Enables Claude to store and query personal finance transactions using semantic …
B 77 55 66 82 N/A 43 95 92
2572
ArnoChenFx
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
B 77 55 76 66 64 81 95
2573
yamato-snow
FastMCP Claim
A TypeScript framework for building MCP servers with client session management …
B 77 55 78 71 49 81 100
2574
PhialsBasement
cmd-mcp-server Claim 1
MCP server allowing any and all command execution over CMD
B 77 55 78 82 N/A 41 95 76
2575
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2576
ngeojiajun
Code Snippet Server Claim 1
A MCP server for managing and storing code snippets in various programming lang…
B 77 55 69 100 N/A 47 95 63
2577
alpadalar
netops-mcp Claim
Comprehensive DevOps and networking MCP server providing standardized access to…
B 77 54 70 70 N/A 59 92 93
2578
bababoi-bibilabu
agent-mq Claim
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
B 77 55 72 70 63 82 95
2579
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
2580
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2581
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
2582
currentspace
A minimal MCP server template with hot reload support that helps developers qui…
B 77 54 86 65 N/A 28 95 100
2583
hithereiamaliff
Typebot MCP Server Claim
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
B 77 55 88 70 41 81 95
2584
108yen
task-orchestrator-mcp Claim 2
An MCP server for task orchestration.
B 77 55 69 100 N/A 67 95 50
2585
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
2586
mkreyman
mcp-memory-keeper Claim 1
MCP server for persistent context management in AI coding assistants
B 77 54 100 31 N/A 87 94 76
2587
vltansky
Explain Changes Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 54 78 60 N/A 59 95 90
2588
NPC-Worldwide
npcpy Claim
The python library for research and development in NLP, multimodal LLMs, Agents…
B 77 54 94 23 N/A 80 95 99
2589
ZhuBit
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
B 77 44 60 N/A N/A 62 95 93
2590
shlok-lgtm
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
B 77 44 72 N/A N/A 35 95 98
2591
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 55 92 68 39 81 94
2592
yuriyo
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
B 77 55 62 82 60 81 99
2593
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 55 90 62 51 82 94
2594
bluwork
mongo-scout-mcp Claim
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
B 77 54 76 72 N/A 55 90 87
2595
ColeMurray
Enables execution of SQL queries against AWS Athena databases with schema disco…
B 77 55 68 65 81 82 94
2596
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
2597
kelvinchng
Enables searching, browsing, and installing OriginUI components through the Mod…
B 77 55 94 60 43 81 99
2598
tontoko
Enables token-optimized browser automation with Playwright, featuring batch exe…
B 77 55 86 58 79 80 84
2599
CryptoAPIs-io
mcp-market-data Claim 2
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
B 77 66 81 76 89 42 74 89
2600
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
Showing 2551–2600 of 67181 servers
« Prev 1 50 51 52 53 54 1344 Next »