Development

GhostSwap

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GhostSwap — non-custodial crypto swaps across 1,600+ coins.

GIA — Governed Intelligence Architecture

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Runtime AI governance: decision gates, human approval, hash-chained audit, compliance mapping.

Giantbomb

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Giant Bomb video-game catalog (free key)

Giggal.ai

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Runs a deep mailbox existence check to verify catch-all, accept-all, and SEG protected emails.

gigora

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Live-concert discovery: 44,000+ upcoming concerts worldwide by city, artist, genre or festival.

Giljo HQ

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Context engineering for AI coding agents: product context, project missions, and 360 memory.

Giphy

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Giphy MCP — wraps Giphy API (public beta key, free)

gisgp

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GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)

Giskard Memory

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Pay-per-use semantic memory for AI agents.

Giskard Oasis

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Contextual guidance for AI agents in fog states.

Giskard Origin

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Free bootstrap MCP server for new agents.

Giskard Search

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Pay-per-use web search for AI agents.

Gistemp

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GISTEMP MCP — NASA Goddard Institute for Space Studies Surface Temperature

Gisti — AI Checklists

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Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.

GIT Cidadão (PR): Multas

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GIT Cidadão (PR): Multas, official-source lookup.

Git Ref Shape

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Check whether a git ref name is safe.

Git.Top

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Evidence-backed open-source project search, recommendations, alternatives, and comparisons.

git-top

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Evidence-backed open-source project search recommendations alternatives and comparisons.

• Search Projects: Search Git.Top projects by query, category, deployment, difficulty, language, or Cloudflare readiness. Results include project_kind and collection_metadata for resource hubs and curat
• Get Project: Return structured Git.Top knowledge for a project or collection, including the compact agent summary, overview, alternatives, deployments, quality score, agent score, project_kind, and co
• Recommend Project: Recommend open source projects for a concrete agent use case and constraints.

Track startup engineering acceleration from public GitHub data before funding rounds

GitDealFlow Signal

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GitHub-derived engineering acceleration signals for VC deal flow — surface stealth startups before TechCrunch covers them.

• Get Trending Startups: Top 20 startups by engineering acceleration across all 15 sectors for the current weekly period. Read-only, idempotent.
• Search Startups By Sector: Every tracked startup within a sector, ranked by engineering acceleration. Sector slug must be one of 15 enumerated values.
• Get Startup Signal: Full engineering-acceleration profile for a single tracked startup, by display name or GitHub org slug. Case-insensitive, normalization-tolerant.

giteasy

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Plain-English git via MCP: 22 tools to branch, commit, push, and tag.

GitHits

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The code context layer for AI coding agents.

• Get Example: Use when the user needs a canonical open-source example, usage pattern, or API snippet that is not tied to one already-known dependency/repository. Best for "how do I use X", cross-projec
• Search Language: Use before `get_example` only when you need to force a language and are unsure of GitHits' exact language name. Finds supported language names and aliases; returns up to 5 matches. De
• Feedback: Use after a GitHits result was helpful, unhelpful, wrong, incomplete, slow, or confusing. Submit feedback on a tool result or the GitHits experience. Two modes: 1. **Solution-tied** — pass t

GitHub Actions Audit

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GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.

GitHub Actions run id digits, value discarded

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GitHub Actions run id digits, value discarded

GitHub Analytics MCP — Repo & Trend Research

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Repo statistics, trending lookups, code-search queries, and dev-trend aggregation.

• Get Repo Stats: Fetch comprehensive statistics for a specific GitHub repository. Returns total stars, forks, issues (open/closed), pull requests, watchers, last commit date, and contributor count. Ret
• Search Repos: Search across GitHub for repositories matching keywords, sorted by relevance or metrics. Returns matching repositories with description, star count, language, and last update timestamp.
• Get Repo Languages: Analyze the programming language composition of a GitHub repository. Returns percentage breakdown of languages used, dominant language, and file counts per language. Use for unders

Search millions of public GitHub repositories for real-world code patterns and implementation examples.

• SearchGitHub: Find real-world code examples from over a million public GitHub repositories to help answer programming questions. **IMPORTANT: This tool searches for literal code patterns (like grep),

GitHub

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Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

GitHub repo analytics: stars, trending, code search, contributor maps for project research.

GitHub packages name shape, value discarded

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GitHub packages name shape, value discarded

Github

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GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints)