MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17551
safedep
vet Claim
vet-mcp checks open source packages—like those suggested by AI coding tools—for…
D 54 53 56 40 0 85 95
17552
shunshi-ai
bazi-reader-mcp Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
D 54 44 72 0 N/A 62 81
17553
speakeasy-api
gram Claim
Securely scale AI usage across your organization. Control plane for building, …
D 54 53 58 42 0 84 95
17554
TheBlackCompany
Umbrella Terminal MCP Claim 1
Provides access to 67 tools for querying Colorado legislative intelligence, inc…
D 54 44 60 38 N/A 27 82
17555
KAIpany
Enables AI assistants to interact with Feishu/Lark platform through comprehensi…
D 54 55 66 67 0 54 78
17556
ravitemer
mcphub.nvim Claim
An MCP client for Neovim that seamlessly integrates MCP servers into your editi…
D 54 44 50 12 N/A 75 85
17557
MCPAmpel
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
D 54 44 90 0 N/A 48 69
17558
sparkvibe-io
MemoryMesh Claim
The SQLite of AI Memory — persistent, zero-dependency memory for any LLM applic…
D 54 55 96 10 0 79 80
17559
mathhire
Enables users to search for jobs, prefill applications using AI, and automate s…
D 54 44 70 10 51 81
17560
ag2-mcp-servers
Auto-generated MCP server that enables interaction with Google's Cloud DNS API …
D 54 44 60 42 21 84
17561
233stone
vocotype Claim
VocoType 是一款运行在本地端侧的隐私安全语音输入工具,通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自…
D 54 44 54 28 N/A 52 80
17562
srotzin
Headless MCP server for Simpson Strong-Tie product data. Provides AI agents wit…
D 54 44 86 0 35 81
17563
ksimback
hermes-atlas-mcp Claim 1
Search and fetch 100+ Hermes Agent tools, skills, plugins, and integrations fro…
D 54 44 78 0 N/A 50 81
17564
wenerme
MSSQL database integration with schema inspection and query capabilities
D 54 44 54 22 N/A 55 84
17565
Frontier-Compute
zcash-mcp Claim
Zcash shielded operations for AI agents. Memo decoding, attestation, proof veri…
D 54 44 72 0 N/A 74 69
17566
bobidk91-ops
Enables interaction with Telegram channels through the Bot API, supporting comp…
D 54 55 80 67 0 29 81
17567
madarco
Access any documentation indexed by RagRabbit Open Source AI site search
D 54 55 64 71 0 54 81
17568
transcribe-app
MCP-Transcribe server allows LLMs to interact with the text content of audio/vi…
D 54 53 72 41 0 60 95
17569
leo4life2
A client library that connects AI agents to Minecraft servers, providing full g…
D 54 55 84 51 0 42 81
17570
shyuan
A Model Context Protocol server that enables Claude Desktop to query and analyz…
D 54 53 65 60 0 48 95
17571
heavysword1
MemoryAPI Claim
Persistent memory for AI agents. Store and semantically search memories via RES…
D 54 44 90 0 30 81
17572
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Google…
D 54 44 60 45 N/A 21 82
17573
grainulation
grainulator Claim
Research that compiles.
D 54 44 60 0 N/A 82 81 HT
17574
shivasurya
Code intelligence MCP server: call graphs, type inference, and symbol search fo…
D 54 53 64 40 0 75 95
17575
lemonade-sdk
lemonade Claim
Lemonade helps users discover and run local AI apps by serving optimized LLMs r…
D 54 53 60 38 0 82 95 C
17576
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 55 72 72 0 37 78
17577
asif-nvc
e2b-sandbox-mcp Claim
Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated L…
D 54 44 76 0 52 81
17578
rize-io
rize-mcp-server Claim 2
MCP server for Rize -- automatic time tracking for professionals and teams. 27 …
D 54 44 71 10 48 81
17579
Southclaws
Storyden Claim
A modern community hub with forum and knowledge base. Native MCP built-in, read…
D 54 53 54 51 0 77 95
17580
letsgomaslow
think-mcp Claim
Provides structured thinking tools including mental models, design patterns, de…
D 54 55 78 63 0 37 81
17581
mcp-auth
js Claim
🔐 Plug-and-play auth for Node.js MCP servers.
D 54 53 56 53 0 71 95
17582
pickelfintech
Comment moderation and intelligence for any article: bot/spam detection, multil…
D 54 44 84 0 42 81
17583
CSOAI-ORG
Enables AI agents to perform web searches via DuckDuckGo without API keys and a…
D 54 44 76 0 N/A 52 81
17584
vastavikadi
Enables interaction with Somnia blockchain data, providing tools to retrieve bl…
D 53 53 72 60 0 24 95
17585
CashLabs-Dev
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, t…
D 53 55 78 62 0 30 81
17586
basicmachines-co
basic-memory Claim
Persistent, local-first AI memory: a semantic knowledge graph of plain Markdown…
D 53 55 60 27 0 99 88
17587
digicatalyst-systems
dep-diff-mcp Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.…
D 53 55 90 10 0 79 81
17588
cgoinglove
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
D 53 53 60 31 0 84 95
17589
walkojas-boop
LinkPulse Claim
URL reality check for AI agents — returns HTTP status, SHA-256 content hash, cl…
D 53 44 84 0 35 81
17590
devantler-tech
KSail Claim
SDK for creating, managing, and operating Kubernetes clusters and workloads wit…
D 53 53 60 32 0 82 95
17591
explorium-ai
An MCP server providing real-time access to comprehensive B2B company and conta…
D 53 44 49 18 66 85
17592
findmephoto
FindMe Photo Claim 1
Create wedding galleries, upload photos, and pull analytics on FindMe Photo fro…
D 53 44 86 0 N/A 50 69
17593
markmhendrickson
neotoma Claim
Deterministic state layer for AI agents. Stores versioned entities (contacts, t…
D 53 44 56 0 N/A 81 81
17594
mbeato
agentcontext Claim
Normalize AGENTS.md / CLAUDE.md / .cursor/rules / .clinerules / .windsurf/rules…
D 53 44 86 0 N/A 32 81
17595
Rootly-AI-Labs
A remote MCP server that provides AI agents access to the Rootly API for incide…
D 53 44 64 32 23 83
17596
avelino
mcp Claim
CLI that turns MCP servers into terminal commands, single binary
D 53 44 60 0 N/A 73 81
17597
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
D 53 44 60 40 21 82
17598
xiaobenyang-com
Sequential-Thinking Claim 1
A MCP server that implements sequential thinking protocols, provides structured…
D 53 53 57 67 0 45 95
17599
keboola
mcp Claim
Connect your AI assistants to Keboola and expose your data, transformations, SQ…
D 53 55 90 10 0 75 86
17600
deeprunnerai
Odoo MCP Server Claim 2
An MCP server that enables AI assistants to interact with Odoo ERP apps like In…
D 53 44 75 25 24 76
Showing 17551–17600 of 66502 servers
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