Development

Giskard Memory

Offline

Community: Submitted by a user or imported; check the owner before granting access

Pay-per-use semantic memory for AI agents.

Giskard Oasis

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Contextual guidance for AI agents in fog states.

Giskard Origin

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Free bootstrap MCP server for new agents.

Giskard Search

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Pay-per-use web search for AI agents.

Gistemp

Online

Community: Submitted by a user or imported; check the owner before granting access

GISTEMP MCP — NASA Goddard Institute for Space Studies Surface Temperature

Gisti — AI Checklists

Online

Community: Submitted by a user or imported; check the owner before granting access

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

GIT Cidadão (PR): Multas

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Git Ref Shape

Online

Community: Submitted by a user or imported; check the owner before granting access

Check whether a git ref name is safe.

Git.Top

Online

Community: Submitted by a user or imported; check the owner before granting access

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

git-top

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Degraded

Community: Submitted by a user or imported; check the owner before granting access

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

GitHits

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Online

Community: Submitted by a user or imported; check the owner before granting access

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

GitHub Actions run id digits, value discarded

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub Actions run id digits, value discarded

GitHub Analytics MCP — Repo & Trend Research

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Online

Community: Submitted by a user or imported; check the owner before granting access

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

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub packages name shape, value discarded

Github

Online

Community: Submitted by a user or imported; check the owner before granting access

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

GitHub Platform Changelog — buy per-query in-session (githubchangelog)

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub platform changelog feed.

Github_private

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub Private MCP Pack — access private repos, org data via OAuth.

Github Public Repos Mcp

Offline

Community: Submitted by a user or imported; check the owner before granting access

Dive into the world of open-source with the GitHub Repo Explorer!

GitHub pull request URL shape, path discarded

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub pull request URL shape, path discarded

GitHub release tag URL shape, path discarded

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub release tag URL shape, path discarded

github-repo-intelligence-mcp

Online

Community: Submitted by a user or imported; check the owner before granting access

GitHub repo maintainability verdicts—maintained, slowing, at-risk, abandoned—via MCP.

GitHub Repo Shape

Online

Community: Submitted by a user or imported; check the owner before granting access

Parse owner and repo from a GitHub URL.

GitHub Repository Intelligence

Online

Community: Submitted by a user or imported; check the owner before granting access

Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps.