MCP Sam Gov vs Posthog

MCP Sam Gov tools 153

• sam_search_opportunitiesSearch SAM.gov federal contracting opportunities (keyless HAL). Returns up to 50 active notices with title, agency, NAICS, noticeId. Use for discovery — narrow with NAICS / agency / set-aside / state.
• sam_search_shapingPRE-SOLICITATION shaping radar (keyless HAL). Surfaces Sources Sought / Presolicitation / Special Notices BEFORE the RFP exists — the free, real-time analogue of paid agency-forecast feeds. Closes the pre-solicitation lifecycle gap: catch a requirement while it's still shapeable (submit capabilities, influence NAICS/set-aside/PWS). Defaults to noticeType ['r','p','s']; opt into k/i/u for combined-synopsis / intent-to-bundle / J&A tells. Each notice carries noticeTypeCode (rank r/p over s), postedDate, responseDeadline + daysUntilResponse (null when no deadline — counted, not hidden), and a uiLink. HONEST KEYLESS LIMITS: naics/setAside/placeOfPerformance are null in the list rows (call sam_get_opportunity(noticeId) for those); and a responseDeadlineFrom/To window is applied CLIENT-SIDE over the fetched page (the feed ignores rdlfrom/rdlto) and disclosed in _meta. data.totalRecords is the TRUE server-side count for the type+facet filter.
• sam_get_opportunityFetch full detail for a single SAM.gov notice by 32-char hex noticeId. Returns title, agency, solicitation #, POCs, response deadline, attachments (with download URLs), inline description body. Call BEFORE drafting bid/no-bid or compliance work.
• sam_fetch_descriptionReturn the full description / RFP body text for a notice as plain text. Useful when sam_get_opportunity returned a description URL instead of inline body, or for an LLM-friendly text dump.
• sam_attachment_urlBuild the public download URL for an attachment resourceId. The URL returns a 303 redirect to a signed S3 URL — fetch with redirect:'follow' to get the file bytes.
• sam_fetch_attachment_textExtract the TEXT of a SAM notice attachment (the actual RFP / SOW / Q&A / wage tables) by its download URL — so an AI can read the real solicitation, not just its metadata. Give it a sam_get_opportunity attachments[].url (resourceLinks). Keyless. Handles PDF (via pdfjs) + text/HTML; returns { format, text, pages, filename, sizeBytes, truncated, extracted }. HONEST: a DOCX / binary that can't be read keyless returns text:null + a note (never fabricated); a corrupt/encrypted PDF returns text:null + an extractionError note (never a crash); a DOWN fetch throws a retryable upstream_unavailable (never empty text); a 404 throws not_found. Only sam.gov / api.sam.gov URLs are fetched (SSRF hygiene). maxChars caps the text (default 200000) and truncation is disclosed.
• sam_lookup_organizationResolve a SAM.gov federal-organization id to its canonical fullParentPathName (e.g. 'VETERANS AFFAIRS, DEPARTMENT OF.VETERANS AFFAIRS, DEPARTMENT OF.245-NETWORK CONTRACT OFFICE 5'). Use when sam_get_opportunity returned only an organizationId.
• sam_lookup_notice_fieldsBATCH-complete a sam_search_opportunities page in ONE call from the GSA daily bulk CSV (keyless). The keyless HAL list endpoint NULLS each result's naics/setAside/place-of-performance/responseDeadline/type; this tool returns those fields for 1..100 noticeIds at once (naicsCode, setAside + setAsideCode, popState/popCity/popZip/popCountry, responseDeadline, type, active, title) from a cached on-disk CSV index, instead of one sam_get_opportunity detail call per notice. OFF BY DEFAULT (no forced 226 MB download): enable by setting SAM_GOV_CSV_CACHE (a cache dir) or SAM_GOV_ENABLE_CSV=1 — when disabled the tool returns data.enabled:false + a structured 'how to enable' note (never fake data, no network). HONEST: _meta carries the CSV last-modified + index build time (freshness), a noticeId absent from the current snapshot returns found:false + nulls with an explicit 'not in current CSV snapshot' disclosure (never faked), a cold first call discloses 'index warming', and a download/parse failure is a structured retryable error (never a silent empty). setAsideCode (e.g. 'SBA') matches sam_get_opportunity's setAside; the snapshot can lag live by up to ~24h — confirm real-time-critical fields with sam_get_opportunity.
• usas_search_awardsAggregate share-of-wallet on USAspending. Given an agency × NAICS × fiscal year, returns top recipients by total obligated $ ONLY — per-recipient award COUNTS are NOT returned by this endpoint (`awards`/`totalAwards` are null, not 0); for real per-recipient contract counts use usas_search_awards_by_recipient (its _meta.totalAvailable) or usas_get_recipient_profile. Use for competitive landscape ('who wins at VA in 541512?').
• usas_search_individual_awardsLine-item federal contracts on USAspending. Returns specific awards (recipient + $ + sub-agency + state + description). Use AFTER usas_search_awards when the user wants 'show me the actual contracts'. Each result includes a generatedInternalId for usas_get_award_detail follow-ups.
• usas_search_subagency_spendingBreak down a parent agency's spending by sub-agency / office. Surfaces which office holds the budget (e.g. VA OI&T vs VHA, DoD vs Army vs DISA).
• usas_lookup_agencyResolve a user-friendly agency reference ('VA', 'Veterans Affairs', 'DHS') to USAspending's canonical toptier name + 4-digit code. ALWAYS call this FIRST if the user uses an abbreviation — other USAspending tools require the canonical name.
• +141 more on the listing page

Posthog tools

No tool names declared yet. Check the project README from the listing page.