MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50051
1617110693
Enables image analysis using any OpenAI-compatible vision API, supporting URLs,…
50052
Acidni-LLC
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
50053
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
50054
iapke486-arch
Enables searching and filtering public institution job postings from the Korean…
50055
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50056
seangx
kitty-hive Claim
MCP server for multi-agent collaboration enabling AI agents to communicate, del…
50057
giuseppeferretti
MCP server that connects Claude to Microsoft 365 mail for inbox triage, search,…
N/A N/A
50058
CodecoolGlobal
Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP …
N/A N/A
50059
Looba-snippet
looba-mcp Claim
An MCP server that provides AI assistants read-only access to Looba, a communit…
50060
ai-mcp-garage
A standardized MCP server implementation that provides AI models with dynamic t…
81
50061
Niopub
Enables AI assistants to book meetings, check availability, and manage Cal.com …
50062
phd-peter
Enables Codex to interact with the user's local OmniFocus database on macOS, al…
N/A N/A
50063
aadilr
1,000+ conversion routes plus translate, extract tables, compress. 25 free/mont…
50064
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
50065
jeb-scarbrough
ironscout Claim
Read-only ammo pricing: offer search, caliber market snapshots, retailer direct…
50066
thetenzinwoser
recall-mcp Claim
Local semantic search MCP server for markdown docs and Granola meeting transcri…
N/A N/A
50067
Ansvar-Systems
Enables querying Portuguese cybersecurity regulations, guidance, advisories, an…
N/A N/A
50068 N/A N/A 95
50069
domucchi
peer-cli-mcp Claim
MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another age…
N/A N/A
50070
Final-Commerce
Final POS Claim
Build custom POS, kiosk, self-checkout & in-person payment apps with AI agents …
50071
Polaralias
Enables interaction with ClickUp project management platform through the Model …
N/A N/A 95
50072
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
N/A N/A
50073
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
50074
DOsinga
Provides real-time stock price tracking with an interactive dashboard, fetching…
50075
Desz01ate
math-mcp Claim
A secure MCP server for evaluating mathematical expressions with grammar valida…
N/A N/A
50076
Vertisky
Free unit & live currency conversion tools from toolalize.com (convert_units, c…
50077
CSOAI-ORG
mica-crypto-mcp Claim 1
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
N/A N/A 81
50078
chrisryugj
ArchHub MCP Claim
Enables natural language access to 11 Korean building data tools including buil…
50079
IndoTender
Global customs trade data and company registry. Search shipments, and look up l…
50080
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
N/A N/A
50081
metalralf
MCP server that exposes SonarQube data as AI agent tools, enabling project disc…
50082
Yuuhann1999
MCP server for managing video storyboard tasks, enabling Codex to automatically…
N/A N/A
50083
AiAgentKarl
Provides AI agents with access to trending topics from Reddit and HackerNews us…
50084
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
50085
Syncline MCP Server (Go) - Fast, standalone binaries for AI-powered meeting sch…
N/A N/A 69
50086
Omnidim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
50087
Infall-Insurance
Provides tools for managing Trello boards, lists, and cards via natural languag…
50088
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
50089
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
50090
menaker
adtest-mcp Claim
AI-only ad scoring for Claude: score image, video or text ads on 13 dimensions …
N/A N/A
50091
fivanparedes
MKMChat Claim
AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent …
N/A N/A
50092
Traia-IO
MCP server providing access to Binance public market data, including klines, or…
50093
tako0614
Takos Office Claim
Self-hosted productivity suite with document, slide, and spreadsheet editors, a…
50094
ryansilk
Provides natural language access to ApexVol's options analytics platform, enabl…
50095
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
N/A N/A 69
50096
mohachi8
apple-mcp Claim
N/A N/A 95
50097
softvoyagers
ogforge-api Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
81
50098
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
50099
octolens
Octolens Claim
Stop context-switching between work and social platforms. Monitor brand mention…
N/A N/A 95
50100
ma-za-kpe
Launch voice collection campaigns for feature phones, list active tasks, and mo…
N/A N/A 95
Showing 50051–50100 of 67226 servers