MCP Server Directory

StructForge app.askqa/structforge

Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume).

UpToCode io.github.DDYRich72/uptocode

Evidence-backed architecture-quality analysis for Python agent applications.

company-lookup io.github.xtrustinfo/company-lookup

Ukrainian business directory: companies, contacts and registry details (xtrust.info).

minio-and-redis-storage-stack ai.getvda/minio-and-redis-storage-stack

MinIO and Redis Storage Stack

fastapi-auth-token-jwt-service ai.getvda/fastapi-auth-token-jwt-service

FastAPI Auth Token JWT Service

authenticated-multi-llm-agent ai.getvda/authenticated-multi-llm-agent

Authenticated Multi-LLM Agent

MCP Surface Lint io.github.DLeibner/mcp-surface-lint

Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.

Fodda Topic & Trend Research ai.fodda/topic-research

Trend, stats & insight search across PSFK expert graphs with citable sources.

SmartTools io.github.9thShini/smart-tools

70+ free calculators & converters as MCP tools; each result links to its source page.

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

audit com.sulvo.publisher-revenue-audit/audit

Publisher revenue audit: ads.txt and ad-stack checks, Sulvo onboarding, and Boost ad-block recovery

Wiv ai.wiv/mcp

Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.

DeFade — Multi-Chain Memecoin Analyzer org.defade/defade

Rug pull risk and on-chain forensics for tokens on Solana and six EVM chains.

maritime global.rootz.ship/maritime

Signed global shipping & commodity data: oil, LNG, grain, sanctions, fleet, emissions.

A local-first MCP server that routes development tasks to authoritative project documentation.

Local survey workflow and statistical crosstab analysis with auditable evidence

MCP server for Storybook design systems — extract component HTML, styles and metadata.

OrbitWan.io io.orbitwan/orbitwan

Wanchain explorer and analytics. Premium data: prepaid credit or standard x402 (0.01 USDC/request).

Toolbelt io.github.toolbeltai/toolbelt

A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.

SmartFetch io.github.Friezaaaa/smartfetch

Paid fallback for public webpages: clean text, Markdown, links, metadata, and JavaScript rendering.

verantis-mcp io.github.m9labs-railscope/verantis-mcp

Verified directory for machine payments (x402 & MPP): check services and wallets before agents pay.

Kythene com.kythene/kythene

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

FigurePages com.figurepages/figurepages

Publish self-contained HTML/SVG pages to private, shareable URLs and control who can view them.