mcp-observatory
49FairMCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.
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255 servers carry this tag.
255 servers
MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.
Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.
Independent security review for AI-built apps. Watch a GitHub repo. Never a patch.
Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.
Human-authenticated setup for routing GitHub pull requests into the right Slack channel.
Keyless web, GitHub, YouTube and Reddit search and read. Delegated shop, booking and signup.
Track startup engineering acceleration from public GitHub data before funding rounds
Manage product translations from Claude and ship reviewed changes as GitHub pull requests.
Create, deploy, and operate MCP servers directly from your GitHub repositories.
B2B leads: scored buying signals from HN/Bluesky/GitHub with AI dossiers and outreach drafts.
Audit and repair any public GitHub repo. Free survey; paid source, unified diffs and a pull request.
Notes, files, GitHub, and Drive through one MCP connection.
Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
Freeze and unfreeze merges across a GitHub organization, with an audit trail.
Human-authenticated setup for routing GitHub pull requests into the right Slack channel.
Verify a vuln report's file/line/function claims against a real GitHub repo.
Defensive vulnerability intelligence search across public CVE/NVD and GitHub advisory APIs with CVSS
Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.
Scans code for hardcoded secrets (AWS, Stripe, GitHub, JWTs) before an AI agent commits it.
Triage failing GitHub Actions jobs and see what self-heal repaired, in natural language.
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
Hiring developers? Find and source software engineers by what they build on GitHub.
Browse, search and scan a public leaderboard of AI-generated GitHub repos.
Independent static verification for exact immutable public GitHub commits.