{"name":"io.github.SK-DEV-AI/codesearch","slug":"sk-dev-ai-codesearch","title":null,"description":"Code, package, docs, paper and vulnerability search. 17 tools, keyless lanes.","url":"https://mcp.market/server/sk-dev-ai-codesearch","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"productivity","tags":["productivity","search"],"presence":{"score":29,"stars":1,"forks":0,"downloads_week":176,"last_push_at":"2026-10-23T12:43:20.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/SK-DEV-AI/codesearch","website":null,"version":"1.0.1","remotes":[],"packages":[{"registryType":"pypi","identifier":"skdev-codesearch-mcp","version":"1.0.1","transport":{"type":"stdio"},"environmentVariables":[{"description":"Optional. Groq keys for synthesis and query rewriting.","isSecret":true,"name":"GROQ_API_KEYS"},{"description":"Optional. Tavily search lane.","isSecret":true,"name":"TAVILY_KEYS"},{"description":"Optional. NVIDIA embeddings for ranking.","isSecret":true,"name":"NV_KEY"},{"description":"Optional. Stack Exchange key (10k/day instead of 300).","isSecret":true,"name":"SE_KEY"},{"description":"Optional. Semantic Scholar key (1 RPS).","isSecret":true,"name":"S2_KEY"}]}],"tools":[{"name":"analyze","description":"Deep repo analysis: parallel-fetch GitHub metadata + SearchCode code quality + DeepWiki architecture + CodeWiki sections in one call. Start here for unfamiliar repos before surgical wiki/searchcode calls. Accepts GitHub URLs or owner/repo strings. May take 10-15s (parallel API calls). e.g. analyze(repository='sst/opencode')","write_action":false,"price_micros":0,"input_schema":null},{"name":"code_files","description":"List files in an indexed dependency by package-scoped path (e.g. npm:express/src/). PkgSeer + jsDelivr; indexes npm/pypi/crates ONLY (github: specs rejected). e.g. code_files(spec='npm:express')","write_action":false,"price_micros":0,"input_schema":null},{"name":"code_read","description":"Read a file from an indexed dependency by package-scoped path. PkgSeer + jsDelivr; indexes npm/pypi/crates ONLY (github: specs rejected). e.g. code_read(spec='npm:express', path='src/index.js')","write_action":false,"price_micros":0,"input_schema":null},{"name":"code_search","description":"Search code, docs, and symbols across indexed dependencies and public repositories. Package scope (npm:express, pypi:requests) via PkgSeer; global public-code search via Sourcegraph (keyless). Supports qualifiers like kind:, category:, lang:. e.g. code_search(query='handleAuth', target='npm:express')","write_action":false,"price_micros":0,"input_schema":null},{"name":"docs","description":"Documentation operations. Default action runs smart fallback (ReadTheDocs→DevDocs→llms.txt→Context7, quota-free sources first). After finding docs, use fetch(url) to read full pages or devdocs_fetch_content for structured content. e.g. docs(query='authentication', library='express')","write_action":false,"price_micros":0,"input_schema":null},{"name":"enrich","description":"Fetch full content for a list of search results, deduplicate, and rerank by relevance. Give it results from any search tool plus the original query. e.g. enrich(query='rust async', results=[{'url':'...','title':'...'}])","write_action":false,"price_micros":0,"input_schema":null},{"name":"hn","description":"Hacker News: search, item detail, user profile, or story lists (top/new/best/ask/show). Use for tech-community discussion and sentiment; for resolved Q&A use so_search. e.g. hn(query='rust', tags='story', min_points=50)","write_action":false,"price_micros":0,"input_schema":null},{"name":"papers","description":"Academic papers from Semantic Scholar, CORE API, and arXiv. Prefer action=search for topic queries (multi-source S2→arXiv→OpenAlex→CORE fallback); arxiv_search is single-source and rate-limited. e.g. papers(query='transformer attention', fields_of_study='Computer Science')","write_action":false,"price_micros":0,"input_schema":null},{"name":"ping","description":"Lightweight connectivity check — verifies internet and key API endpoints are reachable. Use before expensive calls when connectivity is uncertain. No params needed. e.g. ping()","write_action":false,"price_micros":0,"input_schema":null},{"name":"pkg","description":"Package intelligence: info (composite metadata — Libraries.io + Sonatype + PkgSeer), changelog (release notes), upgrade_review (vulns+changelog+deps diff between versions), files (list source files), read (read a source file). For raw single-source registry queries (npm versions, crates categories), use `search_package` instead. e.g. pkg(name='express', action='info')","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_all","description":"Unified search across 14+ sources with embedding dedup and reranking. Use for broad multi-source discovery; for surgical single-source work call so_search/hn/papers/code_search directly. e.g. search_all(query='rust async runtime', language='rust')","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_libraries","description":"Libraries.io dependency metadata and source rank. Use to compare dependency candidates or find the repo behind a package; for registry versions/vulns use search_package/pkg/vulns. e.g. search_libraries(name='lodash', platform='npm')","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_package","description":"Raw package registry queries (npm/PyPI/crates + deps.dev). Use for fast single-source lookups. For composite intelligence (Libraries.io + Sonatype vulns), use `pkg` instead. e.g. search_package(name='express', registry='npm')","write_action":false,"price_micros":0,"input_schema":null},{"name":"searchcode","description":"Per-repo code intelligence via SearchCode (free, no auth). Use analyze for instant repo overview (languages, complexity, tech stack, credentials), search for searching code within a repo, findings for code quality issues, file_tree to list files, or get_file to read a file. No rate limits. e.g. searchcode(action='analyze', repository='https://github.com/expressjs/express')","write_action":false,"price_micros":0,"input_schema":null},{"name":"so_search","description":"Stack Overflow: Stack Exchange API (free, 300 req/day, resolved/accepted answers with score/tags) or SOFA (Stack Overflow for Agents, beta, agent-contributed content with trust scores, requires SOFA_KEY env). Use stackexchange for authoritative resolved answers, sofa for fresher agent-contributed content. e.g. so_search(query='python async', tags='python', accepted=true)","write_action":false,"price_micros":0,"input_schema":null},{"name":"vulns","description":"Sonatype Guide + OSV.dev fallback: scan packages, vulnerability details, latest version, or license analysis by PURL. scan needs platform+name+version (or coordinates) — on Sonatype 401/429/quota errors it falls back to keyless OSV.dev automatically. detail accepts Sonatype ids, GHSA-* (GitHub Advisory enrichment), or CVE-* ids. latest_version/license need purl. e.g. vulns(action='scan', name='lod","write_action":false,"price_micros":0,"input_schema":null},{"name":"wiki","description":"Repo architecture and wiki via DeepWiki + CodeWiki. For single-repo queries use owner+repo; for multi-repo questions pass repos (array of owner/repo strings, max 10). e.g. wiki(owner='torvalds', repo='linux', question='How does the scheduler work?')","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":83,"grade":"B","scanned_at":"2026-10-24T16:17:04.858Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-24T16:17:04.804Z","components":{"code":{"score":25,"max":25,"notes":["37 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":6,"max":15,"notes":["static API keys via environment variables"]},"maintenance":{"score":15,"max":15,"notes":["last push 1 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"pypi","identifier":"skdev-codesearch-mcp","version":"1.0.1","found":true,"weeklyDownloads":176,"license":"MIT","dependencyCount":5,"publishedAt":"2026-10-23T12:41:51.269968Z","repositoryUrl":"https://github.com/SK-DEV-AI/codesearch"}],"repo":{"found":true,"owner":"SK-DEV-AI","repo":"codesearch","archived":false,"pushedAt":"2026-10-23T12:43:20Z","stars":1,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/197483170?v=4","ownerCreatedAt":"2025-02-02T11:36:13Z","license":"MIT"},"icon":{"url":"https://avatars.githubusercontent.com/u/197483170?v=4&s=128","source":"github"},"presence":{"stars":1,"forks":0,"downloadsWeek":176,"license":"MIT","lastPushAt":"2026-10-23T12:43:20.000Z","score":29}}}},"grade_history":[],"reviews":[]}