Search a term across code chunks, schema objects, RPC/trigger bodies, routes, and stored memories in one call. Returns grouped indexed evidence with freshness details per source.
Apache 2.0
132,474 tools. Last updated 2026-05-10 05:13
"A tool for matching evidence with text chunks in citations" matching MCP tools:
- Find files in a project that contain chunks with specified text. Returns a file tree showing which files have matches.MIT
- Analyze documents through multi-phase research: map content, extract evidence, cross-reference sources, and synthesize findings with citations.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
- Find specific text within PDF files to locate information quickly. Returns matching text with context and page numbers for precise reference.MIT
- Recall prior security memory for an entity, pattern, or incident, returning compact context with evidence chunks and source references.MIT
Matching MCP Servers
- AlicenseCqualityDmaintenanceA custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.Last updated16MIT
- Alicense-qualityCmaintenanceA Model Context Protocol server that enables Claude Desktop to search clinicaltrials.gov for matching clinical trials based on genetic mutations provided in natural language queries.Last updatedMIT
Matching MCP Connectors
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- Retrieve large conversation transcripts in manageable chunks with metadata, supporting plain text, timestamps, or JSON formats for analysis and processing.MIT
- Split text into manageable chunks using character, token, sentence, or paragraph mode. Returns indexed chunks with text, character count, and token estimate for further processing.MIT
- Search the web to extract claims, build evidence graphs, and generate structured answers with citations and confidence scores for research queries.Apache 2.0
- Identify traders by behavioral archetype—whale accumulator, yield farmer, arbitrageur, early mover, or resolution sniper. Returns structured JSON with matching traders and evidence.MIT
- Trace a route to find the indexed handler, matching files, and nearby evidence in a codebase.Apache 2.0
- Search academic databases, download PDFs, extract key evidence chunks, and organize research papers on a specific topic for direct inspection and analysis.MIT
- Extract text from local PDF files, save it as a text sidecar, and identify the most relevant content chunks for research analysis.MIT
- Find specific information in meeting transcripts using semantic, keyword, or context search modes to locate relevant discussions with source citations.
- Search for specific text within a file to locate matching lines and their positions. This tool helps identify content by returning line numbers and full text for matches.MIT
- Search across all files in your Obsidian vault to find text matches with surrounding context. Use this tool for straightforward text searches within your notes.
- Submit research evidence as a signed packet with citations. Provide claims with supporting quotes, source URLs, and confidence levels for evaluation dimensions. Includes methodology for evidence gathering.
- Format citations from URLs in text blocks into APA-style references using a citation formatter agent.MIT
- Retrieve relevance-ranked web content, including text chunks, tables, and code blocks, for AI grounding and RAG pipelines. Enables direct reasoning over page substance without manual fetching.
- Append evidence notes to a stage in your active course to document implementation decisions or observations that demonstrate progress through a Blueprint principle.MIT