MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17551
wenerme
MSSQL database integration with schema inspection and query capabilities
D 54 44 54 22 N/A 55 84
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
devingoodsell
Maître d'MCP Claim 1
An MCP server for restaurant discovery and booking across Resy and OpenTable vi…
D 54 44 57 40 N/A 29 82
17554
transcribe-app
MCP-Transcribe server allows LLMs to interact with the text content of audio/vi…
D 54 53 72 41 0 60 95
17555
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Google…
D 54 44 60 45 N/A 21 82
17556
shyuan
A Model Context Protocol server that enables Claude Desktop to query and analyz…
D 54 53 65 60 0 48 95
17557
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
17558
MCPAmpel
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
D 54 44 90 0 N/A 48 69
17559
madarco
Access any documentation indexed by RagRabbit Open Source AI site search
D 54 55 64 71 0 54 81
17560
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
17561
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
17562
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 55 72 72 0 37 78
17563
leo4life2
A client library that connects AI agents to Minecraft servers, providing full g…
D 54 55 84 51 0 42 81
17564
pickelfintech
Comment moderation and intelligence for any article: bot/spam detection, multil…
D 54 44 84 0 42 81
17565
letsgomaslow
think-mcp Claim
Provides structured thinking tools including mental models, design patterns, de…
D 54 55 78 63 0 37 81
17566
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
17567
oagrawal
Enables AI development tools to maintain context across chat sessions with auto…
D 54 53 78 56 0 27 95
17568
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
17569
mcp-auth
js Claim
🔐 Plug-and-play auth for Node.js MCP servers.
D 54 53 56 53 0 71 95
17570
bobidk91-ops
Enables interaction with Telegram channels through the Bot API, supporting comp…
D 54 55 80 67 0 29 81
17571
mathhire
Enables users to search for jobs, prefill applications using AI, and automate s…
D 54 44 70 10 51 81
17572
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
17573
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
17574
speakeasy-api
gram Claim
Securely scale AI usage across your organization. Control plane for building, …
D 54 53 58 42 0 84 95
17575
grainulation
grainulator Claim
Research that compiles.
D 54 44 60 0 N/A 82 81 HT
17576
ennuiii
Enables interaction with Azure DevOps services through Personal Access Token au…
D 54 55 86 63 0 26 81
17577
shivasurya
Code intelligence MCP server: call graphs, type inference, and symbol search fo…
D 54 53 64 40 0 75 95
17578
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
17579
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
17580
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
17581
srotzin
Headless MCP server for Simpson Strong-Tie product data. Provides AI agents wit…
D 54 44 86 0 35 81
17582
heavysword1
MemoryAPI Claim
Persistent memory for AI agents. Store and semantically search memories via RES…
D 54 44 90 0 30 81
17583
thijssmudde
agentreacher Claim
Connect your AI to social media. Create, schedule, and publish posts to 9+ plat…
D 53 44 64 0 N/A 82 69
17584
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
17585
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
17586
markmhendrickson
neotoma Claim
Deterministic state layer for AI agents. Stores versioned entities (contacts, t…
D 53 44 56 0 N/A 81 81
17587
agentzonemkp
AgentZone MCP Claim 1
Enables LLMs to search, discover, and interact with over 37,000 verified on-cha…
D 53 44 90 0 27 81
17588
syuaibsyuaib
Cross-device communication between AI agents over the public internet
D 53 55 72 50 0 59 81
17589
vastavikadi
Enables interaction with Somnia blockchain data, providing tools to retrieve bl…
D 53 53 72 60 0 24 95
17590
mbeato
agentcontext Claim
Normalize AGENTS.md / CLAUDE.md / .cursor/rules / .clinerules / .windsurf/rules…
D 53 44 86 0 N/A 32 81
17591
Mohammed-Rashad
Stream Claim
Stream MCP server https://streampay.sa/
D 53 55 72 72 0 30 82
17592
HarshKumarSharma
A comprehensive server that provides AI-powered GitHub project management with …
D 53 55 84 35 0 57 80
17593
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
17594
xiaobenyang-com
Sequential-Thinking Claim 1
A MCP server that implements sequential thinking protocols, provides structured…
D 53 53 57 67 0 45 95
17595
stefanstojanovicstefa-creator
Vora Claim
First Voice AI MCP for AI Agents
D 53 44 72 0 53 81
17596
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
17597
ScanBIM-Labs
navisworks Claim
Navisworks clash detection, 4D simulation, quantity takeoff.
D 53 44 90 0 27 81
17598
avelino
mcp Claim
CLI that turns MCP servers into terminal commands, single binary
D 53 44 60 0 N/A 73 81
17599
geter-andru
19 buyer intelligence tools for technical founders selling to enterprises.
D 53 53 60 68 0 49 83
17600
CashLabs-Dev
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, t…
D 53 55 78 62 0 30 81
Showing 17551–17600 of 50103 servers
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