Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Added "generate_cpars_past_performance" and "generate_igce_price_to_win"; changed the definition of "analyze_rfp_amendment_diff", "answer_security_questionnaire", "audit_contract_risks" and 11 more (14 tools before, 16 now)
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Diff SF-30 RFP Amendments & Q&A Logs Against Base SolicitationAPI #14:Diff base RFP/SOW text against subsequent SF-30 Solicitation Amendments, SLED Addenda, and official Government Q&Aclarificationlogsmatrices.toFlagsflag altered'shall'/'must'`shall`/`must` mandates, deadline extensions, page-limit revisions, CLIN pricing changes, de-factorequirements created byQ&Aanswersrequirements, and invalidated proposal sections withready-to-pasteShipley redraft language. This is a read-only, stateless change-impact analysis call (requires X-RapidAPI-Key; `base_solicitation_text` and `amendment_or_qa_text` accept up to 100,000 characters each, and providing optional `current_proposal_outline` enables targeted auditing of which specific drafted proposal volumes/pages are invalidated). Use this tool whenever an agency issues an SF-30 amendment, addendum, or Q&A response matrix after initial RFP release; use `generate_compliance_matrix` instead when shredding an initial base RFP for the first time.
{"properties":{"amendment_or_qa_text":{"description":"Raw text from one or moreSubsequent SF-30SolicitationAmendmentAmendmentstext, state/local SLEDAddendaAddendum text, or officialGovernmentContracting Officer Q&A clarificationmatrices.matrix to diff against the base solicitation.","maxLength":100000,"minLength":40,"type":"string"},"base_solicitation_text":{"description":"RawOriginal base RFP text fromtheSectionbaseBRFP(CLINs), Section C/PWS (Statement of Work(Section C
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{"properties":{"invalidated_proposal_sections":{"description":"Affected proposal sections with severity and ready-to-paste Shipley redraft language.","items":{"type":"object"},"type":"array"},"material_requirement_changes":{"description":"Added, modified, or deleted shall/must requirements and de-facto Q&A mandates.","items":{"type":"object"},"type":"array"},"schedule_and_page_limit_changes":{"description":"Detected due-date extensions, page-limit updates, and administrative modifications.","type":"object"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Diff SF-30 RFP Amendments & Q&A Logs Against Base Solicitation"}before
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Respond to SOC 2, FedRAMP, NIST 800-171 & CMMC Security QuestionnairesAPIDraft#12:audit-readyAuto-answerresponses to vendor security questionnaires (SOC 2, ISO 27001, FedRAMP Moderate/High, NIST SP 800-171 Rev 2/3, CMMC 2.0,andCAIQ/SIG/HECVATvendor security questionnaires) with cross-framework control citations, an estimated DoD SPRSreadinessscoremetrics
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Audit Contract Risks & Generate Legal RedlinesAPIAudit#02:commercialAuditand B2B legalcontractsagreements (MSAs, NDAs,Subcontracts,SaaSagreementsterms, subcontracts)fortotoxicdetect high-risk clauses,scorecompute
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Classify NAICS, SIC, Federal PSC & State NIGP/UNSPSC CodesAPI #08:Map anyproductcompanydescriptionprofile,SOWproduct description, orcompanyStatementprofileoftoWorkexact(SOW) into ranked 6-digit NAICS codes (with official SBA Small Business Size Standards in revenue or headcount), 4-digit SIC(for KYB/FinTech)
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Extract Section B CLIN Pricing Tables, Quotes & Labor Rate CardsAPI #10:Extract multi-tier CLIN/SLIN pricingtablesschedules, GSA/T&M labor rate cards,andvendorBOMquotes,spreadsheetsandfromBillunstructuredofvendorMaterialsquotes(BOM)or
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Generate Shipley RFP Compliance Matrix & Proposal OutlineAPIShred#05:unstructuredParseRFPrawSectionRFPC (SOW/PWS), SectionC/L/MLor(Instructions),SOWand Section M (Evaluation Criteria) text into aShipley-aligned
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Draft Shipley Proposal Section & Vendor Clarification Q&AAPI #09:Draft an evaluator-ready ShipleyTechnical ProposalproposalSectionnarrative (complete with Win Themes,ProofFeature-Benefit-ProofPointsblocks, and Risk Mitigations) ANDgeneratea list of strategicVendorContracting Officer Clarification Q&Aquestions.questions from an RFP section and company capabilities. This is a read-only, stateless composite generation call that always returns both the drafted narrative and the clarification questions in a single JSON payload (requires X-RapidAPI-Key; `target_section_type` selects the proposal section format, and `tone_and_methodology` customizes the writing style). Use this tool when writing Technical Approach, Executive Summary, or Management Plan prose; use `generate_compliance_matrix` instead to build a requirement checklist/outline first, or `generate_cpars_past_performance` for structured Volume III CPARS contract citations.
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Generate 13 CFR 125.6 (50% Rule) Teaming & Subcontracting PlanAPI #11:Generate aFAR/SBA-compliantlegally compliant GovCon Teaming Strategy, a 13 CFR 125.6 & FAR 52.219-14 (Limitations on Subcontracting / 50% Rule) Prime/Sub workshare split,capabilityOstensiblegapSubcontractor risk audit, partner archetypes,ready-to-pasteFAR Subpart 9.6 Teaming Agreement clauses, andpartnera
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Get Live Open Federal & State SLED RFPsAPI #04:RetrieveStreamcurrentlyliveopen, AI-vettedopenFederal (SAM.gov) and State/Local SLED (VA, TX, CA, FL, MD, IL, PA, DemandStar) IT, Cloud, and CybersecurityRFPssolicitations from SignalTender's7-portal9-portal procurement database. This is a read-only, non-destructive live database query (requires X-RapidAPI-Key; all four filter parameters are optional and combinable, returning up to `limit` [default 10, max 50] active solicitations whose closing dates have not passed). Use this tool when discovering active open RFPs to bid on right now; use `search_historical_awards` instead for past awarded contracts and incumbent pricing, or `match_capability_statement` once you have selected an RFP to score Bid/No-Bid Pwin.
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Score Bid/No-Bid Pwin & Match Capability StatementAPI #07: CompareEvaluate an RFP scope against acompany'svendor's Capability Statement&andPastpastPerformanceperformance tocalculatecompute a 0-100Pwin (Probability of Win (Pwin)Scorescore, a Gate-1
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Audit Key Personnel LCAT Qualifications & Tailor Shipley Resume + LOCAPI #13:EvaluateAuditacandidatecandidate'sresumesresume against RFP Section L/M Key Personnel and GSA MAS / OASIS+ / Alliant 3 Labor Category (LCAT)qualificationrequirements (years of experience,degree equivalency substitutionseducation, securityclearancesclearance, DoD 8570/8140 certifications), rewriteexperiencerelevant roles into a
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Parse B2B Contract & RFP MetadataAPI #01:Extract structuredJSONcontract metadata (partycontractingnamesparties,effective/terminationeffective and termination dates, total contract value, payment terms, key deliverables, security clearances, and governing law) from unstructured B2B contracts, Statements of Work (SOWs), orRFPs.RFPs into normalized JSON. This is a read-only, stateless, non-destructive extraction call (requires X-RapidAPI-Key; accepts 50 to 100,000 characters in `raw_text`, and `document_type_hint` optionally biases extraction rules toward federal RFP, MSA, SOW, or NDA conventions). Use this tool when you need general commercial or header metadata from a contract; use `extract_pricing_schedule` instead for line-by-line CLIN/rate-card tables, `audit_contract_risks` for toxic clause redlining, or `generate_compliance_matrix` for Section C/L/M requirement shredding.
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Scan FAR / DFARS & CMMC Regulatory Flow-Down ClausesAPIScan#06:solicitationDetectSection I or subcontract flow-down text to identify every FAR (52.2xx`52.2xx`) and DFARS (252.2xx`252.2xx`)regulatory clauses in a solicitationclause, flag mandatory subcontractor flow-downs, and score CMMC 2.0/, NIST SP 800-171,/
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Search Historical Federal Contract Awards & CLIN PricingAPI #03:Query historical federal contract awards, incumbent prime contractors, award ceilings, andCLINlabor/CLIN pricing benchmarks filtered by keyword, agency, or 6-digit NAICScodecode. This is a read-only, deterministic database query (requires X-RapidAPI-Key; `keywords` is required and narrows scope descriptions, while optional `agency` and 6-digit `naics_code` filters intersect results and return up to 25 matching awards per call). Use this tool when researching past award prices, incumbent vendors, oragency.Price-to-Win (PTW) benchmarks; use `get_live_solicitations` instead to find currently open RFPs available for bidding, or `classify_naics_psc_nigp` if you need to discover the right NAICS code first.
Generate Shipley Volume III Past Performance & CPARS Citations — Transform unstructured project histories, prior contract summaries, and CPARS excerpts into Shipley Section L/M Past Performance Volume III citations with predicted DoD Source Selection Relevance ('Very Relevant' to 'Not Relevant') and Performance Confidence ratings, Scope/Magnitude/Complexity matrices, FAR 42.1503 5-Factor CPARS narratives, and Context-Challenge-Action-Result (CCAR) blocks. This is a read-only, stateless generative evaluation call where relevance/confidence ratings are model-inferred against Section M criteria (requires X-RapidAPI-Key; `rfp_section_l_m_requirements` and `pro…
Build GovCon IGCE, Indirect Wrap-Rate & Price-to-Win (PTW) Model — Model an Independent Government Cost Estimate (IGCE), compounded Indirect Wrap-Rate breakdown (Fringe, Overhead, G&A, and Fee/Profit), GSA CALC+ aligned LCAT rate card, multi-year Section B CLIN pricing schedule, 4-scenario Price-to-Win (PTW) sensitivity matrix, and Shipley Volume IV Basis of Estimate (BOE) narrative from RFP Section B/SOW text. This is a read-only, stateless financial modeling and estimation call (requires X-RapidAPI-Key; `rfp_section_b_and_sow_text` accepts 30 to 120,000 characters, optional `historical_benchmark_and_incumbent_context` and `bidder_indirect_wrap_assumptions`…
Added "analyze_rfp_amendment_diff" (13 tools before, 14 now)
API #14: Diff base RFP/SOW text against SF-30 Solicitation Amendments, SLED Addenda, and official Government Q&A clarification matrices. Flags altered 'shall'/'must' mandates, deadline extensions, CLIN pricing changes, de-facto requirements created by Q&A answers, and invalidated proposal sections with ready-to-paste Shipley redraft language.
Added "match_key_personnel" (12 tools before, 13 now)
API #13: Audit candidate resumes against RFP Section L/M Key Personnel and GSA MAS / OASIS+ / Alliant 3 Labor Category (LCAT) qualification requirements (years of experience, degree equivalency substitutions, security clearances, DoD 8570/8140 certifications), rewrite experience into Shipley Key Personnel bio & bullet citations, and generate a ready-to-sign Letter of Commitment (LOC).
Added "answer_security_questionnaire" and "generate_teaming_strategy" (10 tools before, 12 now)
API #12: Auto-answer SOC 2, FedRAMP, NIST SP 800-171, CMMC 2.0, and CAIQ/SIG/HECVAT vendor security questionnaires with cross-framework control citations, DoD SPRS readiness metrics, evidence artifact recommendations, and Plan of Action & Milestones (POA&M) remediation items.
API #11: Generate a FAR/SBA-compliant GovCon Teaming Strategy, 13 CFR 125.6 (50% Rule) workshare split, capability gap partner archetypes, ready-to-paste FAR Subpart 9.6 Teaming Agreement clauses, and partner outreach email.
Unknown → Live
First tool surface recorded: 10 tools (server version 1.0.0)
https://b2b-contract-parser-api.onrender.com/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 7 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
{"properties":{"questionnaire_text":{"description":"RawNumbered or bulleted security questionnaire items from an enterprise SIG/CAIQ/HECVATspreadsheetsheet, customer infosec assessment, or Federal RFP / NIST 800-171 SSP checklist.","maxLength":100000,"minLength":20,"type":"string"},"security_posture_summary":{"description":"SummaryRequired summary of the vendor'scloudactual security stack, cloud hosting (e.g., AWS GovCloud), active certifications (SOC 2 Type II, ISO 27001, FedRAMP, CMMC), encryption (FIPS 140-3,IAM/MFAAES-256), MFA/IAM, andloggingSIEMcontrols.logging.","maxLength":100000,"minLength":20,"type":"string"},"target_framework":{"default":"auto_detect","description":"Compliance control mapping mode: 'auto_detect' (default, infers framework from questionnaire text), 'soc2_iso27001' (AICPA TSC & ISO 27001 Annex A), 'nist_800_171_cmmc' (110 CMMC 2.0 Level 2 controls + DoD SPRS score calculation), 'fedramp_800_53' (NIST SP 800-53 Rev 5), or 'caiq_sig_hecvat'.","enum":["auto_detect","soc2_iso27001"," ⟨10 unchanged words⟩
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{"properties":{"detected_framework":{"description":"Primary compliance standard applied to the responses.","type":"string"},"estimated_dod_sprs_score":{"description":"Calculated DoD SPRS score (-203 to 110) when NIST 800-171 / CMMC applies.","type":["integer","null"]},"poam_remediation_items":{"description":"Plan of Action and Milestones (POA&M) entries for partially met or unmet controls.","items":{"type":"object"},"type":"array"},"question_responses":{"description":"Audit-ready answers with compliance status, control citations, and verification evidence.","items":{"type":"object"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Respond to SOC 2, FedRAMP, NIST 800-171 & CMMC Security Questionnaires"}⟨2 unchanged words⟩ {"default":"vendor","description":"Negotiating party perspectivefor('vendor'redlineprotectsgenerationservice('vendor'provider liability/IP, 'buyer',orstrengthens customer remedies/SLAs, 'neutral' balances mutual terms).","enum":["vendor","buyer" ⟨3 unchanged words⟩ "raw_text":{"description":"Full or partial legal contract text (MSA, NDA, subcontract, or SaaS agreement) to audit forlegalcommercial, IP, indemnification, andcommercialterminationrisks.risks (50 to 100,000 characters).","maxLength":100000,"minLength":50,"type":"string"}},"required":[ ⟨3 unchanged words⟩
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{"properties":{"flagged_clauses":{"description":"Detected risky clauses with verbatim quote, risk rationale, and recommended redline replacement.","items":{"type":"object"},"type":"array"},"overall_risk_score":{"description":"Composite contract risk score from 0 (low risk) to 100 (critical risk).","type":"integer"},"risk_level":{"description":"Qualitative risk tier (LOW, MODERATE, HIGH, CRITICAL).","type":"string"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Audit Contract Risks & Generate Legal Redlines"}{"properties":{"context_type":{"default":"company_or_vendor_profile","description":"Input context mode: 'company_or_vendor_profile' (default, optimizes for SAM.gov vendor registration & FinTech KYB SIC/NAICS), 'rfp_or_sow_scope' (optimizes for solicitation set-aside NAICS & Federal PSC), or 'product_or_service_catalog' (emphasizes NIGP/UNSPSC commodity codes).","enum":["company_or_vendor_profile","rfp_or_sow_scope","product_or_service_catalog"],"type":"string"},"description_text":{"description":"CompanyUnstructuredprofiletext describing a company's offerings, a B2B productdescriptioncatalog, orStatementaofgovernmentWorkRFP/SOWtext.technical scope (20 to 50,000 characters).","maxLength":50000,"minLength":20,"type":"string"},"max_secondary_codes":{"default":3,"description":"Maximum number of secondary/alternative NAICS, PSC, and NIGP codes to return in addition to the top-ranked primary code (integer 1 to 5; defaults to 3).","maximum":5,"minimum":1,"type":"integer"}},"required":[ ⟨3 unchanged words⟩
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{"properties":{"federal_psc_codes":{"description":"Matched 4-character Federal Product Service Codes (PSC).","items":{"type":"object"},"type":"array"},"primary_naics":{"description":"Top-ranked 6-digit NAICS code, title, confidence score, and official SBA Small Business Size Standard.","type":"object"},"secondary_naics_codes":{"description":"Up to max_secondary_codes alternative 6-digit NAICS classifications.","items":{"type":"object"},"type":"array"},"sic_codes":{"description":"Matched 4-digit Standard Industrial Classification (SIC) codes.","items":{"type":"object"},"type":"array"},"state_unspsc_and_nigp_codes":{"description":"Matched State SLED NIGP and 8-digit UNSPSC commodity codes.","items":{"type":"object"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Classify NAICS, SIC, Federal PSC & State NIGP/UNSPSC Codes"}{"properties":{"audit_math_and_anomalies":{"default":true,"description":"When true (default), cross-checks each line item (`quantity * unit_price == total_price`) and subtotal summation, returning any arithmetic mismatches in `math_discrepancies`.","type":"boolean"},"document_text":{"description":"Raw text or copied table content from a Federal Section B CLIN schedule, T&M labor rate card, B2B vendor quote,invoiceBOM, orFederalinvoiceSection(20BtoCLIN100,000schedule.characters).","maxLength":100000,"minLength":20,"type":"string"},"expected_document_type":{"default":"auto_detect","description":"Document schema hint: 'auto_detect' (default), 'federal_section_b_clin_schedule' (parses Base/Option Year CLINs & contract types like FFP/T&M), 'gsa_or_tm_labor_rate_card' (LCAT hourly rates), 'b2b_vendor_quote_or_bom', or 'commercial_invoice'.","enum":["auto_detect","federal_section_b_clin_schedule"," ⟨9 unchanged words⟩
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{"properties":{"calculated_grand_total":{"description":"Verified sum of all extracted line items.","type":"number"},"detected_document_type":{"description":"Classified pricing document type.","type":"string"},"dominant_pricing_model":{"description":"Primary contract pricing structure (e.g., FIRM_FIXED_PRICE_FFP, TIME_AND_MATERIALS_TM).","type":"string"},"line_items":{"description":"Normalized CLIN/line items with quantity, unit, unit_price, extended_price, and period.","items":{"type":"object"},"type":"array"},"math_discrepancies":{"description":"Flagged arithmetic errors or rate anomalies when audit_math_and_anomalies is enabled.","items":{"type":"string"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Extract Section B CLIN Pricing Tables, Quotes & Labor Rate Cards"}{"properties":{"proposal_methodology":{"default":"shipley","description":"Proposal structuring methodology: 'shipley' (default evaluator-first Volume I-IV outline with win themes), 'federal_standard' (strict FAR Part 15 Section L/M mapping), or 'commercial_agile' (B2B solution deliverable sprints).","enum":["shipley","federal_standard","commercial_agile"] ⟨3 unchanged words⟩ :{"description":"Raw RFP Section C (SOWStatement of Work / PWS), Section L (Instructions to Offerors), and/or Section M (EvaluationCriteriaFactors)text.text (50 to 100,000 characters).","maxLength":100000,"minLength":50,"type":"string"}},"required":[ ⟨3 unchanged words⟩
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{"properties":{"proposal_outline":{"description":"Hierarchical proposal sections with mapped requirement IDs, win theme strategy, and page allocation.","items":{"type":"object"},"type":"array"},"requirements_matrix":{"description":"Extracted mandatory shall/must requirements with priority, volume assignment, and verification evidence needed.","items":{"type":"object"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Generate Shipley RFP Compliance Matrix & Proposal Outline"}{"properties":{"company_context_and_capabilities":{"description":"Bidder's technicalcapabilitiesarchitecture, past performance metrics, SLAs, certifications, anddifferentiators.competitive discriminators to weave into the narrative.","maxLength":80000,"minLength":30,"type":"string"},"rfp_section_text":{"description":"Verbatim RFP SectionC/L/MC/PWS technical requirements,toSectionrespondLto.instructions, or Section M evaluation criteria that the drafted proposal section must satisfy.","maxLength":80000,"minLength":30,"type":"string"},"target_section_type":{"default":"technical_approach","description":"Target proposal section structure: 'technical_approach' (default, solution architecture & requirement execution), 'executive_summary' (vision & discriminators), 'management_and_staffing_plan' (governance, transition & QA), or 'past_performance_narrative' (prose summary).","enum":["technical_approach","executive_summary","management_and_staffing_plan", ⟨6 unchanged words⟩ Proposal Methodology (Active Voice, Evaluator-First, Feature-Benefit-Proof)","description":"Editorial voice and methodology instruction applied to the prose draft (defaults to 'Shipley Proposal Methodology (Active Voice, Evaluator-First, Feature-Benefit-Proof)').","type":"string"}},"required": ⟨4 unchanged words⟩
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{"properties":{"drafted_narrative_markdown":{"description":"Full Shipley-formatted proposal section prose in Markdown.","type":"string"},"section_title":{"description":"Compliance-mapped heading for the drafted proposal section.","type":"string"},"strategic_clarification_questions":{"description":"Strategic vendor Q&A questions to submit to the Contracting Officer to expose ambiguous or competitor-wired specs.","items":{"type":"object"},"type":"array"},"win_themes_and_discriminators":{"description":"Key win themes and ghosting points embedded in the draft.","items":{"type":"string"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Draft Shipley Proposal Section & Vendor Clarification Q&A"}{"properties":{"bidder_capabilities":{"description":"Bidder's socioeconomic status,clearancesself-performed technical domains,pastclearanceperformancelevel, andtechnicalpastcapabilities.performance strengths.","maxLength":100000,"minLength":30,"type":"string"},"bidder_role":{"default":"prime_seeking_subs","description":"Bidder's teaming posture: 'prime_seeking_subs' (default, allocates >=50% to Prime and defines sub gap archetypes), 'sub_seeking_prime' (positions bidder for 20-49% specialty workshare), or 'joint_venture_mentor_protege' (13 CFR 125.8 JV compliance).","enum":["prime_seeking_subs","sub_seeking_prime","joint_venture_mentor_protege"],"type":"string"},"rfp_text":{"description":"RawtextRFPfromscope,thePWSRFPtask areas,Statementcontractofceiling,Worksecurity(SOW)clearance requirements,orandSectionFARL/M52.219-14evaluation/criteria.set-aside instructions.","maxLength":100000,"minLength":40,"type":"string"},"set_aside_type":{"default":"sdvosb","description":"Solicitation set-aside designation ('sdvosb' [default], '8a', 'wosb_edwosb', 'hubzone', 'small_business', or 'full_and_open') used to enforce 13 CFR 125.6 similarly situated entity and 50% self-performance rules.","enum":["full_and_open","small_business"," ⟨11 unchanged words⟩
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{"properties":{"ostensible_subcontractor_risk":{"description":"SBA 13 CFR 121.103(h)(3) affiliation risk assessment and mitigation steps.","type":"string"},"partner_outreach_email":{"description":"Tailored business development outreach email to recruit teaming partners.","type":"string"},"recommended_partner_archetypes":{"description":"Ideal subcontractor or prime partner profiles to close capability gaps.","items":{"type":"object"},"type":"array"},"teaming_agreement_clauses":{"description":"Ready-to-paste FAR Subpart 9.6 Teaming Agreement exclusivity and workshare clauses.","items":{"type":"string"},"type":"array"},"workshare_allocation":{"description":"Compliant Prime vs. Subcontractor percentage split under 13 CFR 125.6.","type":"object"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Generate 13 CFR 125.6 (50% Rule) Teaming & Subcontracting Plan"}{"properties":{"category":{"description":"OptionalITtechnology vertical filter ('cybersecurity', 'cloud-infrastructure', 'software-development', or 'network-telecom').","enum":["cybersecurity","cloud-infrastructure","software-development","network-telecom"],"type":"string"},"keyword":{"description":"Optionalsearchcase-insensitive substring keywordinmatched against solicitation titleorand issuing buyer agency.","type":"string"},"limit":{"default":10,"description":"MaxMaximum number of open solicitations to return per request (1-50integer between 1 and 50; defaults to 10).","maximum":50,"minimum":1,"type":"integer"},"state":{"description":"Optional jurisdiction portal filter ('federal' for SAM.gov, 'virginia', 'texas', 'california', 'florida', 'maryland', 'illinois', 'pennsylvania', or 'municipal' for DemandStar).","enum":["federal","virginia","texas","california","florida","maryland","illinois","pennsylvania","municipal"],"type":"string"}},"type":"object"}
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{"properties":{"count":{"description":"Number of open solicitations returned.","type":"integer"},"solicitations":{"description":"Active RFP records including id, title, agency, closing_date, jurisdiction, and official portal URL.","items":{"type":"object"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":true,"readOnlyHint":true,"title":"Get Live Open Federal & State SLED RFPs"}{"properties":{"company_capability_statement":{"description":"Vendor capability statement including core competencies, socioeconomiccertscertifications (8(a), SDVOSB, WOSB, HUBZone), facility clearances, and pastperformance.performance summary.","maxLength":100000,"minLength":40,"type":"string"},"rfp_text":{"description":"SolicitationTarget solicitation scope, mandatory technical qualifications,set-asideNAICS/set-aside designation, clearance requirements, and Section M evaluation criteria.","maxLength":100000,"minLength":40,"type":"string"},"target_pursuit_role":{"default":"either_prime_or_sub","description":"Intended pursuit role: 'prime_contractor' enforces strict set-aside and past-performance minimums, 'subcontractor' scores niche workshare fit, and 'either_prime_or_sub' (default) recommends the highest-Pwin path.","enum":["prime_contractor","subcontractor"," ⟨8 unchanged words⟩
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{"properties":{"bid_recommendation":{"description":"Gate-1 recommendation (BID_AS_PRIME, BID_AS_SUB, TEAMING_REQUIRED, NO_BID).","type":"string"},"capability_gaps":{"description":"Unmet RFP requirements or compliance blockers.","items":{"type":"string"},"type":"array"},"pwin_score":{"description":"Calculated Probability of Win (Pwin) score from 0 to 100.","type":"integer"},"strengths_and_discriminators":{"description":"Matched vendor capabilities and competitive discriminators.","items":{"type":"string"},"type":"array"},"tailored_executive_pitch":{"description":"Ready-to-use executive summary pitch aligned to the buyer agency.","type":"string"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Score Bid/No-Bid Pwin & Match Capability Statement"}{"properties":{"allow_education_experience_substitution":{"default":true,"description":"When true (default), applies standard federal GSA/OPM degree-for-experience substitution rules (e.g., Bachelor's + 4 additional years of specialized experience satisfies a Master's requirement) unless the RFP text explicitly prohibits substitutions.","type":"boolean"},"candidate_resume_text":{"description":"Candidate'srawunstructured resume,or CV including education degrees,securityactiveclearancesecuritylevelclearances, professional certifications (CISSP,educationPMP, AWS, etc.), and chronological work history.","maxLength":100000,"minLength":40,"type":"string"},"lcat_or_rfp_requirements":{"description":"Raw RFP Section L/M Key Personnelrequirementsinstructions, GSA MAS / GWAC Labor Category (LCAT)minimumsminimum qualifications,clearancerequiredmandatessecurity clearance, and mandatory DoD 8570/8140certification criteria.certifications.","maxLength":80000,"minLength":30,"type":"string"}},"required":[ ⟨4 unchanged words⟩
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{"properties":{"compliance_verdict":{"description":"Eligibility status (FULLY_QUALIFIED, QUALIFIED_VIA_SUBSTITUTION, NON_COMPLIANT_GAP).","type":"string"},"letter_of_commitment_loc":{"description":"Ready-to-sign Key Personnel Letter of Commitment (LOC) template.","type":"string"},"qualification_score":{"description":"Candidate LCAT/Key Personnel compliance score from 0 to 100.","type":"integer"},"requirement_audit_matrix":{"description":"Line-by-line audit of education, years of experience, clearance, and certification mandates.","items":{"type":"object"},"type":"array"},"tailored_shipley_resume_markdown":{"description":"Rewritten Shipley Key Personnel biographical sketch and compliance-mapped experience bullets.","type":"string"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Audit Key Personnel LCAT Qualifications & Tailor Shipley Resume + LOC"}{"properties":{"document_type_hint":{"default":"AUTO","description":"Optional documenttypeclassification hint (e.g.,'RFP', 'MSA', 'SOW', 'NDA', 'SUBCONTRACT', or 'AUTO').used to prioritize federal solicitation fields vs. commercial agreement terms.","enum":["RFP","MSA","SOW","NDA","SUBCONTRACT","AUTO"],"type":"string"},"raw_text":{"description":"Raw unstructured text from a B2B contract, Master Services Agreement (MSA), Statement of Work (SOW), orRFPRequest for Proposal (minRFP) between 50chars).and 100,000 characters.","maxLength":100000,"minLength":50,"type":"string"}},"required":[ ⟨3 unchanged words⟩
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{"properties":{"deliverables":{"description":"Core technical and operational deliverables.","items":{"type":"string"},"type":"array"},"document_type":{"description":"Detected contract or solicitation type.","type":"string"},"effective_date":{"description":"ISO-8601 effective or posting date if present.","type":["string","null"]},"governing_law":{"description":"Governing jurisdiction or acquisition regulation (e.g., FAR/DFARS, Delaware).","type":["string","null"]},"parties":{"description":"Identified contracting parties or issuing agency.","items":{"type":"string"},"type":"array"},"payment_terms":{"description":"Payment schedule, Net terms, or contract pricing type (FFP, T&M, CPFF).","type":["string","null"]},"termination_or_due_date":{"description":"Contract expiration or proposal submission deadline.","type":["string","null"]},"total_contract_value":{"description":"Extracted total contract ceiling or value.","type":["number","string","null"]}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Parse B2B Contract & RFP Metadata"}{"properties":{"contractor_role":{"default":"prime_contractor","description":"Bidder's contracting tier: 'prime_contractor' (evaluates full agency compliance and outbound flow-down duties), 'subcontractor' (flags over-broad prime flow-downs), or 'commercial_item_vendor' (filters against FAR 52.212-5 commercial item exemptions).","enum":["prime_contractor","subcontractor","commercial_item_vendor"] ⟨2 unchanged words⟩ ,"raw_text":{"description":"Solicitation Section I, contract clause list, or subcontractflow-downagreement text containingFAR/DFARSFARcitations.(`52.2xx`) or DFARS (`252.2xx`) citations (30 to 100,000 characters).","maxLength":100000,"minLength":30,"type":"string"}},"required":[ ⟨3 unchanged words⟩
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{"properties":{"compliance_burden_score":{"description":"Regulatory compliance complexity score from 0 to 100.","type":"integer"},"cybersecurity_posture_summary":{"description":"Required CMMC 2.0, NIST SP 800-171, or FedRAMP authorization posture.","type":"string"},"detected_clauses":{"description":"Parsed FAR/DFARS clauses with mandatory flow-down status, risk level, and remediation guidance.","items":{"type":"object"},"type":"array"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Scan FAR / DFARS & CMMC Regulatory Flow-Down Clauses"}{"properties":{"agency":{"description":"Optional issuing federal or state agency namefilter.substring filter (e.g., 'Department of Defense', 'Veterans Affairs').","type":"string"},"keywords":{"description":"SearchRequired technical or domain search keywords matched against award descriptions and CLIN titles (e.g., 'zero trust', 'cloud migration', 'SIEM').","maxLength":200,"minLength":2,"type":"string"},"naics_code":{"description":"Optional exact 6-digit North American Industry Classification System (NAICS) code filter (e.g., '541512' for Computer Systems Design).","pattern":"^[0-9]{6}$","type":"string"}},"required": ⟨3 unchanged words⟩
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{"properties":{"awards":{"description":"List of historical contract awards with recipient, agency, ceiling amount, NAICS, and labor/CLIN benchmarks.","items":{"type":"object"},"type":"array"},"total_matches":{"description":"Number of historical award records matching the query.","type":"integer"}},"type":"object"}before
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{"destructiveHint":false,"idempotentHint":true,"openWorldHint":true,"readOnlyHint":true,"title":"Search Historical Federal Contract Awards & CLIN Pricing"}