{"id":51224778,"url":"https://github.com/saagpatel/saagpatel","last_synced_at":"2026-06-28T10:03:10.093Z","repository":{"id":363217322,"uuid":"1262331112","full_name":"saagpatel/saagpatel","owner":"saagpatel","description":"Saagar Patel — DX and AI infrastructure tooling","archived":false,"fork":false,"pushed_at":"2026-06-20T10:38:17.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-20T12:25:34.528Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/saagpatel.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-07T21:38:30.000Z","updated_at":"2026-06-20T10:38:19.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/saagpatel/saagpatel","commit_stats":null,"previous_names":["saagpatel/saagpatel"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/saagpatel/saagpatel","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saagpatel%2Fsaagpatel","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saagpatel%2Fsaagpatel/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saagpatel%2Fsaagpatel/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saagpatel%2Fsaagpatel/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/saagpatel","download_url":"https://codeload.github.com/saagpatel/saagpatel/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saagpatel%2Fsaagpatel/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34884278,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-28T02:00:05.809Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-28T10:03:09.330Z","updated_at":"2026-06-28T10:03:10.086Z","avatar_url":"https://github.com/saagpatel.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Saagar Patel\n**Personal AI systems · MCP tooling · local-first operator infrastructure**\n\nI build a public workshop of local-first tools, MCP safety infrastructure, agent-evaluation surfaces, and small operating systems for working with AI without letting every tool grade its own homework.\n\nStart here: **[Trust Doesn't Survive the Handoff](https://saagarpatel.dev/writing/the-handoff)**. The short version: truthful agent work is a chain of small checks, not one grand verifier.\n\n## Featured\n- **[MCPAudit](https://github.com/saagpatel/MCPAudit)**: read-only audits for locally configured MCP servers, including permission risk, prompt-injection patterns, SARIF, and schema drift paths.\n- **[mcpforge](https://github.com/saagpatel/mcpforge)**: generate and validate FastMCP servers from plain-English specs, then audit the blast radius before connecting them.\n- **[cross-provider-egress-guard](https://github.com/saagpatel/cross-provider-egress-guard)**: destination-aware egress policy for covered agent tool paths across Claude Code and Codex.\n- **[OPERANT](https://github.com/saagpatel/operant)**: an operating-agent calibration benchmark that scores whether an agent proceeds, refuses, escalates, or takes the sanctioned path.\n- **[bridge-db](https://github.com/saagpatel/bridge-db)**: SQLite-backed shared memory for AI coding agents, with FTS5 recall, handoffs, and provenance-aware context.\n- **[proof-pr](https://github.com/saagpatel/proof-pr)**: proof-carrying pull request receipts: commands, exit codes, and reviewable verification state.\n\n## Try the MCP path\n\n```bash\nuvx --from mcp-audits mcp-audit scan --skip-connect\nuvx --from fastmcp-builder mcpforge demo\n```\n\n---\n**[saagarpatel.dev](https://saagarpatel.dev)** \u0026nbsp;·\u0026nbsp; **[Projects](https://saagarpatel.dev/projects)** \u0026nbsp;·\u0026nbsp; **[Writing](https://saagarpatel.dev/writing)** \u0026nbsp;·\u0026nbsp; **[LinkedIn](https://www.linkedin.com/in/saagar-/)**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaagpatel%2Fsaagpatel","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaagpatel%2Fsaagpatel","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaagpatel%2Fsaagpatel/lists"}