MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 2Β hours, 18Β minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19751
alanisme
adb-tui Claim
πŸ€– Full-featured Android Debug Bridge TUI and MCP server. Control any device by …
B 80 4⁄3 ◐ ⏳ 90 67 N/A 74 87 β€”
19752
goldmembrane
cleaner-code ⚡ Claim
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
B 80 3⁄3 ◐ ⏳ 76 N/A N/A 66 95 β€”
19753
ravitemer
mcp-hub ⚡ Claim
A centralized manager for Model Context Protocol (MCP) servers with dynamic ser…
B 80 4⁄3 ◐ ⏳ 76 66 N/A 84 95 β€”
19754
cocaxcode
api-testing-mcp ⚡ Claim
The most complete API testing MCP β€” Postman inside your AI assistant. Per-proje…
B 80 4⁄3 ◐ ⏳ 90 72 N/A 60 92 β€”
19755
lacausecrypto
Classic poetry search and discovery via PoetryDB.
B 80 3⁄3 ◐ ⏳ 88 N/A N/A 75 75 β€”
19756
xiaojiou176-open
OpenUI MCP Studio ⚡ Claim
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
B 80 3⁄3 ◐ ⏳ 60 N/A N/A 92 95 β€”
19757
siddmax
namera ⚡ Claim 1
Check name availability across domains, trademarks, and social handles. Score a…
B 80 3⁄3 ◐ ⏳ 72 N/A N/A 72 95 β€”
19758
MinishLab
semble ⚡ Claim 1
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
B 80 3⁄3 ◐ ⏳ 72 N/A N/A 73 95 β€”
19759
Cvartel
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
B 80 3⁄3 ◐ ⏳ 90 N/A N/A 45 95 β€”
19760
vdalhambra
siteaudit-mcp ⚡ Claim
Instant website audits with 11 tools β€” full SEO audit (20+ checks), security he…
B 80 3⁄3 ◐ ⏳ 72 β€” β€” 73 95 β€”
19761
daedalus
mcp-smbmap ⚡ Claim
Enables SMB enumeration and interaction through MCP tools, including share list…
B 79 3⁄3 ◐ ⏳ 72 β€” β€” 71 95 β€”
19762
agenson-tools
agent-output-guard ⚡ Claim 1
Validate and verify data from other agents before acting on it. Zero LLM costs.
B 79 3⁄3 ◐ ⏳ 84 N/A N/A 48 95 β€”
19763
jscoobyced
AST for TypeScript, supports creating JSON representations of React components
B 79 3⁄3 ◐ ⏳ 78 N/A N/A 59 95 β€”
19764
AgentAnycast
AgentAnycast Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
B 79 3⁄3 ◐ ⏳ 72 N/A N/A 69 95 β€”
19765
itsbrex
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
B 79 4⁄3 ◐ ⏳ 96 62 β€” 51 95 β€”
19766
Paretofilm
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
B 79 3⁄3 ◐ ⏳ 85 N/A N/A 48 95 β€”
19767
MukundaKatta
agentguard ⚡ Claim 1
Network-egress firewall for agent tools: check URLs against a declarative polic…
B 79 3⁄3 ◐ ⏳ 84 N/A N/A 50 95 β€”
19768
sverklo
sverklo ⚡ Claim
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
B 79 3⁄3 ◐ ⏳ 64 N/A N/A 84 95 β€”
19769
Writio
writio-mcp-server ⚡ Claim
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
B 79 4⁄3 ◐ ⏳ 90 72 N/A 54 90 β€”
19770
SamDreamsMaker
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
B 79 3⁄3 ◐ ⏳ 84 N/A N/A 50 95 β€”
19771
necatiarslan
Aws Claw ⚡ Claim
Provides a comprehensive suite of tools for interacting with AWS services like …
B 79 3⁄3 ◐ ⏳ 72 N/A N/A 71 95 β€”
19772
srmorete
Mobile Device MCP ⚡ Claim
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
B 79 3⁄3 ◐ ⏳ 72 N/A N/A 71 95 β€”
19773
hustcc
mcp-echarts ⚡ Claim
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
B 79 4⁄3 ◐ ⏳ 94 45 N/A 77 95 β€”
19774
spranab
saga-mcp ⚡ Claim
A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…
B 79 4⁄3 ◐ ⏳ 90 58 N/A 75 90 β€”
19775
m4yk3ldev
NotebookLM MCP ⚡ Claim 1
Enables AI assistants to interact with Google NotebookLM, allowing notebook man…
B 79 3⁄3 ◐ ⏳ 61 β€” β€” 86 95 β€”
19776
psyb0t
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
B 79 3⁄3 ◐ ⏳ 78 N/A N/A 59 95 β€”
19777
wmt-mobile
LocalNest MCP ⚡ Claim
A local-first MCP server that provides AI agents with safe codebase access thro…
B 79 4⁄3 ◐ ⏳ 84 56 N/A 81 95 β€”
19778
bitwarden
Bitwarden MCP Server ⚡ Claim 1
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
B 79 4⁄3 ◐ ⏳ 77 67 N/A 85 89 β€”
19779
check3D
canvas-mcp ⚡ Claim
B 79 3⁄3 ◐ ⏳ 88 N/A N/A 44 95 β€”
19780
blackwell-systems
LSP-MCP ⚡ Claim 1
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
B 79 3⁄3 ◐ ⏳ 78 N/A N/A 58 95 β€”
19781
treebeam-code
Enables AI assistants to interact with the TreeBeam financial management and ac…
B 79 4⁄3 ◐ ⏳ 78 72 N/A 67 95 β€”
19782
kaeawc
AutoMobile ⚡ Claim
Mobile device interaction automation via MCP
B 79 4⁄3 ◐ ⏳ 84 52 N/A 85 94 β€”
19783
louislva
claude-peers Claim
Enables discovery and instant communication between multiple local Claude Code …
B 79 3⁄3 ◐ ⏳ 90 N/A N/A 39 95 β€”
19784
PostmanV3
postman-mcp ⚡ Claim 1
mcp-PostmanV3
B 79 4⁄3 ◐ ⏳ 92 71 N/A 54 91 β€”
19785
agentaeo
AEO audit tool β€” measure brand visibility across ChatGPT, Perplexity, Claude, a…
B 79 3⁄3 ◐ ⏳ 76 N/A N/A 62 95 β€”
19786
Robocular
spawnpay ⚡ Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
B 79 3⁄3 ◐ ⏳ 90 N/A N/A 55 83 β€”
19787
crunchtools
MCP Slack ⚡ Claim
Secure read-only MCP server for Slack workspaces
B 79 3⁄3 ◐ ⏳ 72 N/A N/A 69 95 β€”
19788
techwell-inc-jp
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
B 79 3⁄3 ◐ ⏳ 78 N/A N/A 60 95 β€”
19789
daedalus
mcp-kicad ⚡ Claim
MCP server exposing KiCad PCB Editor functionality via IPC API.
B 79 3⁄3 ◐ ⏳ 72 N/A N/A 71 95 β€”
19790
andrealufino
aapl-ads-mcp Claim
B 79 3⁄3 ◐ ⏳ 76 N/A N/A 62 95 β€”
19791
blindpaylabs
BlindPay ⚡ Claim
Official BlindPay MCP server: stablecoin payouts, payins, quotes and receivers …
B 79 4⁄4 ◐ ⏳ 92 71 β€” 64 81 β€”
19792
MukundaKatta
agentvet ⚡ Claim 1
Validate tool-call args before execution. Returns LLM-friendly retry hints.
B 79 3⁄3 ◐ ⏳ 84 N/A N/A 50 95 β€”
19793
luancamara
mcpfirebird ⚡ Claim
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
B 79 4⁄3 ◐ ⏳ 96 58 N/A 57 95 β€”
19794
rxolve
artscii ⚡ Claim
ASCII art & kaomoji for AI agents, CLI tools, and chatbots.
B 79 3⁄3 ◐ ⏳ 72 β€” β€” 71 95 β€”
19795
erickochen
purple Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
B 79 3⁄3 ◐ ⏳ 64 N/A N/A 84 95 β€”
19796
elliotttate
Enables comprehensive remote control and automation of Final Cut Pro through 99…
B 79 3⁄3 ◐ ⏳ 96 N/A N/A 28 95 β€”
19797
runcycles
cycles-mcp-server ⚡ Claim
Runtime budget authority for autonomous agents - a set of tools to check, reser…
B 79 3⁄3 ◐ ⏳ 72 β€” β€” 87 83 β€”
19798
TheWinci
local-rag ⚡ Claim
Semantic code search for AI agents β€” hybrid vector + BM25 with cross-encoder re…
B 79 3⁄3 ◐ ⏳ 76 N/A N/A 61 95 β€”
19799
hiveforge-sh
hivemind ⚡ Claim 2
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
B 79 4⁄3 ◐ ⏳ 81 62 N/A 85 90 β€”
19800
BartWaardenburg
MCP server for AI image generation, transformation, and style management via th…
B 79 4⁄3 ◐ ⏳ 79 76 β€” 65 92 β€”
Showing 19751–19800 of 69199 servers
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