Read and chunk a datasheet PDF for analysis. Supports local file upload or fetching cached chunks by part SKU, with optional keyword filtering to reduce context usage.
Apache 2.0
280,779 tools. Last updated 2026-07-10 04:48
"A tool for matching evidence with text chunks in citations" matching MCP tools:
- Search evidence items like friction points, user quotes, and metrics by product, type, severity, or text. Retrieve matching evidence IDs to link to intents.MIT
- Fetch text chunks and summaries from a specified text namespace, returning up to 100 items with count statistics per request.Apache 2.0
- Retrieve PubMed IDs (PMIDs) from partial bibliographic citations using deterministic matching. More reliable than free-text search for structured references.Apache 2.0
- Retrieve raw source chunks matching your query, with similarity scores. Use this to access underlying documents without a synthesized answer.MIT
- Find text in a Notion page and replace it with Markdown-formatted content. Supports regex for advanced pattern matching.MIT
Matching MCP Servers
- FlicenseAqualityCmaintenanceDrives a real Chromium browser via Playwright to capture evidence (screenshots, video, trace) of feature verification sessions.Last updated7
- FlicenseBqualityDmaintenanceEnables AI assistants to create Evidence reports and dashboards by providing tools to query database schema, read documentation, edit pages, and debug code.Last updated41
Matching MCP Connectors
Dated, signed compliance-evidence packs: gov-fact-grounded claims + exclusion screens + trap-facts.
Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier release register.
- Splits clean text into overlapping chunks with unique IDs for vector embedding or search indexing.MIT
- Validates a plain-text reference list by matching entries against PubMed evidence, returning a verification report with status for each reference.Apache 2.0
- Index all text files in a local folder by splitting into chunks and embedding them for retrieval. Replaces any existing index.MIT
- Find files in a project that contain chunks with specified text. Returns a file tree showing which files have matches.MIT
- Fetch large web documents in chunks by specifying a chunk index and size. Returns content along with metadata about total chunks for paginated reading.MIT
- Retrieve parsed text chunks from a vector store file to inspect the indexed content available for semantic search.MIT
- Search indexed repository chunks using BM25 keyword matching to retrieve ranked results with file location and snippet.MIT
- Convert free-text reference strings to ADS bibcodes by matching partial citations to records in the NASA Astrophysics Data System for paper identification.MIT
- Retrieve a list of all tool executions in the current DFIR run, including function names and evidence digests, for audit trail review.MIT
- Search academic papers by query, with optional year filter and collection selection. Retrieve matched text chunks for direct evidence extraction.MIT
- Retrieve relevant documentation chunks as RAG context with citations to answer questions about Open Finance Brasil.MIT
- Retrieves relevant document chunks and synthesizes a grounded answer with citations. Responds with 'not found' when retrieval confidence is insufficient.MIT
- Find specific text within PDF files to locate information quickly. Returns matching text with context and page numbers for precise reference.MIT
- Search multiple academic databases, download real PDFs, extract full text and evidence chunks, and provide local file paths for direct paper inspection.MIT