"Contributor Covenant" matching MCP servers:

Startup engineering acceleration signals for VC investors. Tracks commit velocity, contributor growth, and repo expansion across 20 sectors via public GitHub data. No API key required.

Provides hosted, read-only Google Maps tools for MCP clients, enabling place search, full place details, reviews, photos, posts, and contributor history without a Google Cloud project or billing.

Provides AI agents with deterministic, offline finance tools for commodity margin analysis, loan covenant compliance, invoice auditing, AP exception classification, and five-day close readiness.

Enables agents to search a peer-reviewed knowledge base, verify claims with claim-level confidence scores, submit articles, and check contributor reputation programmatically.

Consent-bound lead work for real-estate agents — provenance on every lead, a Gate on every send.

Enables AI agents to pull deterministic, traceable numbers about Adobe Stock supply, seasonality, keyword demand and the contributor's own portfolio and Adobe accept/reject outcomes. It also supports upload staging and metadata application on the portal for a verified plan, while never clicking Submit or Delete.

Assesses first-contributor readiness from supplied repository files and optional package scripts, returning eight ordered checks with pass/fail details, essential failures, and a ready flag.

A lightweight MCP server that analyzes Git repository history and provides insights through AI-compatible tools. It supports hotspot detection, contributor analysis, and code churn tracking.

Provides read-only access to a live trading experiment's public state, letting agents query current balance and open position, recently closed trades, contributor shadow rules and their promotion progress, and the latest saga chapter. It forwards every call to a single upstream MCP endpoint and returns responses untouched, with no trading or account-write operations.