MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19701
tsviz
ActionsPulse Claim 1
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
B 80 43 94 66 76 81
19702
Geralt1983
Integrates ClickUp project management with AI applications, enabling task manag…
B 80 44 100 66 66 81
19703
darkroomdevs
protonmail-mcp Claim
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
B 80 33 72 N/A N/A 74 95
19704
KuvopLLC
purroxy2 Claim
Record what you do on any website and securely automate it forever. Replays bro…
B 80 33 78 N/A N/A 62 95
19705
Muratkus
QA Radar Claim
Tells AI agents which files to test first — churn, coverage, and test mapping a…
B 80 33 72 N/A N/A 74 95
19706
Loctree
loctree-mcp Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
B 80 33 64 N/A N/A 86 95
19707
kfy123bot
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
B 80 33 96 N/A N/A 35 95
19708
neo4j-labs
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
B 80 33 86 N/A N/A 75 75
19709
siddmax
namera Claim 1
Check name availability across domains, trademarks, and social handles. Score a…
B 80 33 72 N/A N/A 72 95
19710
cyanheads
Query OSV.dev for package vulnerabilities and batch-audit dependency lists via …
B 80 33 84 70 83
19711
anomalous3
ahk-mcp Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
B 80 33 90 N/A N/A 43 95
19712
nano-step
mcp-browser-lens Claim
Provides AI agents with deep visibility into a running web page's UI by capturi…
B 80 33 84 N/A N/A 55 95
19713
nirholas
Build extend and maintain pump - Token creation buying selling migration fee co…
B 80 43 90 67 N/A 65 92
19714
alanisme
adb-tui Claim
🤖 Full-featured Android Debug Bridge TUI and MCP server. Control any device by …
B 80 43 90 67 N/A 74 87
19715
beeswaxpat
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
B 80 33 69 N/A N/A 78 95
19716
scka-de
opensanctions-mcp Claim
MCP server for sanctions screening and PEP checks via OpenSanctions API. Search…
B 80 33 90 58 83
19717
Agent360dk
browser-mcp Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
B 80 33 90 N/A N/A 43 95
19718
semihkayan
codeweave-mcp Claim
An MCP server that gives AI agents structured code understanding and precise co…
B 80 33 82 N/A N/A 55 95
19719
GHSix
AverbePorto Claim 1
Integrate with AverbePorto to streamline authentication and document submission…
B 80 33 86 N/A N/A 51 95
19720
domdomegg
Open Food Facts Claim 1
Search and contribute to the Open Food Facts database.
B 80 43 94 68 N/A 70 83
19721
Business-Maps
@businessmaps/mcp Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
B 80 33 82 N/A N/A 57 95
19722
rog0x
mcp-image-tools Claim 1
MCP server providing image analysis tools for AI agents, including metadata ext…
B 80 33 96 32 95
19723
standardbeagle
dart-query Claim 1
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
B 80 43 90 71 N/A 74 81
19724
agentra-commerce
xap Claim
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
B 80 33 90 N/A N/A 58 83
19725
ZionHopkins
Launch Engine Claim
Agentic pipeline that transforms ideas to revenue — for solo founders and boots…
B 80 33 94 N/A N/A 37 95
19726
ravitemer
mcp-hub Claim
A centralized manager for Model Context Protocol (MCP) servers with dynamic ser…
B 80 43 76 66 N/A 84 95
19727
skivuha
An MCP server that connects Claude to the USAJobs API, enabling natural languag…
B 80 33 84 N/A N/A 70 83
19728
MABAAM
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
B 80 33 76 N/A N/A 68 95
19729
camgitt
memoir Claim
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
B 80 33 72 N/A N/A 74 95
19730
tjclaude88
mcp-bling Claim
Give AI agents a persistent identity and cross-platform visual style. Includes …
B 80 33 78 N/A N/A 63 95
19731
oso95
domain-suite-mcp Claim
Full domain lifecycle management: availability checking (zero config), registra…
B 80 44 82 76 N/A 82 80
19732
Prgebish
mcp-telegram Claim
MCP server that connects AI assistants to your real Telegram account via User A…
B 80 33 76 N/A N/A 68 95
19733
ficus33
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
B 80 44 88 75 71 81
19734
SerPepe
Ask Bera Claim
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
B 80 33 96 N/A N/A 34 95
19735
yifanyifan897645
mcp-checkup Claim
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
B 80 33 82 N/A N/A 55 95
19736
Swwyymm
extract Claim
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
B 80 33 84 N/A N/A 52 95
19737
cocaxcode
api-testing-mcp Claim
The most complete API testing MCP — Postman inside your AI assistant. Per-proje…
B 80 43 90 72 N/A 60 92
19738
06ketan
slideshot Claim
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
B 80 33 72 N/A N/A 72 95
19739
mdfifty50-boop
agent-security Claim
Security scanning and threat detection for AI agents
B 80 33 96 N/A N/A 34 95
19740
S2TConsulting
accelerators Claim
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
B 80 43 96 65 N/A 71 83
19741
xiaolai
Codex Octopus Claim 1
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
B 80 33 90 60 83
19742
berba-q
FAOSTAT MCP Claim
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
B 80 33 88 N/A N/A 75 75
19743
seojeom
seojeom-mcp Claim
Local-first MCP server for Claude/Codex project wiki and graph workflows
B 80 33 72 N/A N/A 75 95
19744
MinishLab
semble Claim 1
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
B 80 33 72 N/A N/A 73 95
19745
SShadowS
business-central-mcp Claim 1
Give AI assistants direct access to Microsoft Dynamics 365 Business Central via…
B 80 33 81 60 95
19746
Master0fFate
codeviewer-mcp Claim
A stateful, AST-aware MCP server for structured code review workflows. It enabl…
B 80 33 78 N/A N/A 65 95
19747
marttinm
windows-terminal-mcp Claim 1
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
B 80 33 90 N/A N/A 45 95
19748
pastorsimon1798
mcp-video Claim
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
B 80 33 60 N/A N/A 94 95
19749
ufhouck
AI-Cost-CLI Claim
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
B 80 33 78 N/A N/A 62 95
19750
goldmembrane
cleaner-code Claim
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
B 80 33 76 N/A N/A 66 95
Showing 19701–19750 of 59385 servers
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