MCP Catalog
Browse 1,437 Model Context Protocol servers · pypi · MIT LicenseClear
+9 more
Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
MCP server for VibeScan — scan projects for leaked secrets and security issues
Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
AST-based semantic code search; results ship with their call graph (calls + callers).
Verify, discover, and rate AI agents before transacting.
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks
Counterparty risk scoring for agentic commerce via x402 micropayments.
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
Token-efficient semantic compression for numerical data. 95%+ token reduction.
Submit architecture docs, get a consulting-grade traceability audit at a shareable URL
Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams
Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.
MCP server for EPANET water-distribution network simulation and scenario analysis.
Connect Strava training data to Claude for training load analysis and activity insights
Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.