MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17551
Frontier-Compute
zcash-mcp ⚡ Claim
Zcash shielded operations for AI agents. Memo decoding, attestation, proof veri…
D 54 4⁄4 ◎ ⏳ 72 0 N/A 74 69 —
17552
pickelfintech
Comment moderation and intelligence for any article: bot/spam detection, multil…
D 54 4⁄4 ◎ ⏳ 84 0 — 42 81 —
17553
speakeasy-api
gram Claim
Securely scale AI usage across your organization. Control plane for building, …
D 54 5⁄3 ◎ ⏳ 58 42 0 84 95 —
17554
asif-nvc
e2b-sandbox-mcp ⚡ Claim
Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated L…
D 54 4⁄4 ◎ ⏳ 76 0 — 52 81 —
17555
Southclaws
Storyden Claim
A modern community hub with forum and knowledge base. Native MCP built-in, read…
D 54 5⁄3 ◎ ⏳ 54 51 0 77 95 —
17556
transcribe-app
MCP-Transcribe server allows LLMs to interact with the text content of audio/vi…
D 54 5⁄3 ◎ ⏳ 72 41 0 60 95 —
17557
sparkvibe-io
MemoryMesh ⚡ Claim
The SQLite of AI Memory — persistent, zero-dependency memory for any LLM applic…
D 54 5⁄5 ◎ ⏳ 96 10 0 79 80 —
17558
madarco
Access any documentation indexed by RagRabbit Open Source AI site search
D 54 5⁄5 ◎ ⏳ 64 71 0 54 81 —
17559
lemonade-sdk
lemonade Claim
Lemonade helps users discover and run local AI apps by serving optimized LLMs r…
D 54 5⁄3 ◎ ⏳ 60 38 0 82 95 — C
17560
ksimback
hermes-atlas-mcp ⚡ Claim 1
Search and fetch 100+ Hermes Agent tools, skills, plugins, and integrations fro…
D 54 4⁄4 ◎ ⏳ 78 0 N/A 50 81 —
17561
shunshi-ai
bazi-reader-mcp ⚡ Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
D 54 4⁄4 ◎ ⏳ 72 0 N/A 62 81 —
17562
TheBlackCompany
Umbrella Terminal MCP ⚡ Claim 1
Provides access to 67 tools for querying Colorado legislative intelligence, inc…
D 54 4⁄4 ◎ ⏳ 60 38 N/A 27 82 —
17563
ennuiii
Enables interaction with Azure DevOps services through Personal Access Token au…
D 54 5⁄5 ◎ ⏳ 86 63 0 26 81 —
17564
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
D 54 4⁄4 ◎ ⏳ 64 0 N/A 71 81 —
17565
MCPAmpel
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
D 54 4⁄4 ◎ ⏳ 90 0 N/A 48 69 —
17566
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 5⁄5 ◎ ⏳ 72 72 0 37 78 —
17567
KAIpany
Enables AI assistants to interact with Feishu/Lark platform through comprehensi…
D 54 5⁄5 ◎ ⏳ 66 67 0 54 78 —
17568
bobidk91-ops
Enables interaction with Telegram channels through the Bot API, supporting comp…
D 54 5⁄5 ◎ ⏳ 80 67 0 29 81 —
17569
rize-io
rize-mcp-server Claim 2
MCP server for Rize -- automatic time tracking for professionals and teams. 27 …
D 54 4⁄4 ◎ ⏳ 71 10 — 48 81 —
17570
mcp-auth
js Claim
🔐 Plug-and-play auth for Node.js MCP servers.
D 54 5⁄3 ◎ ⏳ 56 53 0 71 95 —
17571
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 4⁄4 ◎ ⏳ 54 28 N/A 52 80 —
17572
oagrawal
Enables AI development tools to maintain context across chat sessions with auto…
D 54 5⁄3 ◎ ⏳ 78 56 0 27 95 —
17573
leo4life2
A client library that connects AI agents to Minecraft servers, providing full g…
D 54 5⁄5 ◎ ⏳ 84 51 0 42 81 —
17574
safedep
vet Claim
vet-mcp checks open source packages—like those suggested by AI coding tools—for…
D 54 5⁄3 ◎ ⏳ 56 40 0 85 95 —
17575
devingoodsell
Maître d'MCP Claim 1
An MCP server for restaurant discovery and booking across Resy and OpenTable vi…
D 54 4⁄4 ◎ ⏳ 57 40 N/A 29 82 —
17576
ravitemer
mcphub.nvim Claim
An MCP client for Neovim that seamlessly integrates MCP servers into your editi…
D 54 4⁄4 ◎ ⏳ 50 12 N/A 75 85 —
17577
ag2-mcp-servers
Auto-generated MCP server that enables interaction with Google's Cloud DNS API …
D 54 4⁄4 ◎ ⏳ 60 42 — 21 84 —
17578
shivasurya
Code intelligence MCP server: call graphs, type inference, and symbol search fo…
D 54 5⁄3 ◎ ⏳ 64 40 0 75 95 —
17579
heavysword1
MemoryAPI Claim
Persistent memory for AI agents. Store and semantically search memories via RES…
D 54 4⁄4 ◎ ⏳ 90 0 — 30 81 —
17580
wenerme
MSSQL database integration with schema inspection and query capabilities
D 54 4⁄4 ◎ ⏳ 54 22 N/A 55 84 —
17581
CSOAI-ORG
Enables AI agents to perform web searches via DuckDuckGo without API keys and a…
D 54 4⁄4 ◎ ⏳ 76 0 N/A 52 81 —
17582
srotzin
Headless MCP server for Simpson Strong-Tie product data. Provides AI agents wit…
D 54 4⁄4 ◎ ⏳ 86 0 — 35 81 —
17583
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Google…
D 54 4⁄4 ◎ ⏳ 60 45 N/A 21 82 —
17584
Mohammed-Rashad
Stream ⚡ Claim
Stream MCP server https://streampay.sa/
D 53 5⁄5 ◎ ⏳ 72 72 0 30 82 —
17585
PackmindHub
mcp-server Claim
Packmind captures, scales, and enforces your organization's technical decisions.
D 53 5⁄5 ◎ ⏳ 54 46 0 88 83 —
17586
stefanstojanovicstefa-creator
Vora Claim
First Voice AI MCP for AI Agents
D 53 4⁄4 ◎ ⏳ 72 0 — 53 81 —
17587
thijssmudde
agentreacher ⚡ Claim
Connect your AI to social media. Create, schedule, and publish posts to 9+ plat…
D 53 4⁄4 ◎ ⏳ 64 0 N/A 82 69 —
17588
vastavikadi
Enables interaction with Somnia blockchain data, providing tools to retrieve bl…
D 53 5⁄3 ◎ ⏳ 72 60 0 24 95 —
17589
keboola
mcp ⚡ Claim
Connect your AI assistants to Keboola and expose your data, transformations, SQ…
D 53 5⁄5 ◎ ⏳ 90 10 0 75 86 —
17590
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
D 53 4⁄4 ◎ ⏳ 60 40 — 21 82 —
17591
CashLabs-Dev
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, t…
D 53 5⁄5 ◎ ⏳ 78 62 0 30 81 —
17592
cgoinglove
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
D 53 5⁄3 ◎ ⏳ 60 31 0 84 95 —
17593
robshox
Enables AI agents to interact with your Lunch Money personal finance data, prov…
D 53 4⁄4 ◎ ⏳ 72 0 — 54 81 —
17594
digicatalyst-systems
dep-diff-mcp ⚡ Claim
Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.…
D 53 5⁄5 ◎ ⏳ 90 10 0 79 81 —
17595
xiaobenyang-com
Sequential-Thinking ⚡ Claim 1
A MCP server that implements sequential thinking protocols, provides structured…
D 53 5⁄3 ◎ ⏳ 57 67 0 45 95 —
17596
HarshKumarSharma
A comprehensive server that provides AI-powered GitHub project management with …
D 53 5⁄5 ◎ ⏳ 84 35 0 57 80 —
17597
devantler-tech
KSail Claim
SDK for creating, managing, and operating Kubernetes clusters and workloads wit…
D 53 5⁄3 ◎ ⏳ 60 32 0 82 95 —
17598
mbeato
agentcontext ⚡ Claim
Normalize AGENTS.md / CLAUDE.md / .cursor/rules / .clinerules / .windsurf/rules…
D 53 4⁄4 ◎ ⏳ 86 0 N/A 32 81 —
17599
markmhendrickson
neotoma ⚡ Claim
Deterministic state layer for AI agents. Stores versioned entities (contacts, t…
D 53 4⁄4 ◎ ⏳ 56 0 N/A 81 81 —
17600
findmephoto
FindMe Photo ⚡ Claim 1
Create wedding galleries, upload photos, and pull analytics on FindMe Photo fro…
D 53 4⁄4 ◎ ⏳ 86 0 N/A 50 69 —
Showing 17551–17600 of 69182 servers
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