Solves complex problems by searching the web, analyzing URLs, and executing Python code for data analysis and research.
MIT
443,163 tools. Updated 2026-08-11 11:09
"A server for discovering research approaches and analyzing documents" matching MCP tools:
- Read a complete file and apply a Fabric pattern for analysis, ensuring no truncation. Ideal for documents, code files, logs, and more.MIT
- Evaluate different approaches by following structured guidance for comparing and analyzing options during development workflows. Provides clear steps to assess trade-offs and make informed decisions.MIT
- Retrieve documents similar to a given document by analyzing semantic embeddings or TF-IDF similarity. Supports filtering by tags and specifying chunk-level or full document comparison.
- Restart a language server to clear stale diagnostics and optionally reopen tracked documents for updated code analysis.
- Add documents to a collection by providing a URL for download, processing them for text extraction, and indexing them for semantic search.MIT
Matching MCP Servers
- Alicense-qualityDmaintenanceA production-ready Model Context Protocol server that bridges local document management with cloud synchronization (Notion) for AI agent integration, enabling seamless access and sync of local and cloud documents.7MIT
- Alicense-qualityCmaintenanceFull-text search and retrieval over official congressional documents (hearings, committee reports, Congressional Record) with citations and govinfo.gov links, designed for grounding AI answers in the official record.60MIT
Matching MCP Connectors
Congressional Documents — full-text search and retrieval over the official
Research GTM triggers: new NIH grants by PI/institution and new clinical trials by sponsor/phase.
- Create a new document collection to organize related documents and enable semantic search across their contents. Returns a collection ID for managing documents.MIT
- Discover similar research papers by analyzing topics, MeSH terms, and authors. Input a PubMed ID to get algorithmically related articles.Apache 2.0
- Find community-validated solutions to errors, problems, and complex features on Reposit. Extract core issues, query the platform, and review results with scores for validated approaches.Apache 2.0
- Index documents with IDs and metadata in a named collection on the server to enable semantic search. Pay per call with Kaspa.MIT
- Retrieve a unified list of documents and document groups with filters by status, folder, expiration, and sorting options.MIT
- Get regulatory and prospectus documents for a US ETF by providing the symbol. Optionally set a maximum number of documents to return.Apache 2.0
- Find related documents for a given document by analyzing co-access history and markdown links. Returns ranked results with plain-language reasons to help you discover relevant content.MIT
- Search AlgoChains Onyx knowledge base for strategy research, blueprints, skills, and live bot logs, returning relevance-ranked documents.MIT
- Index local research documents (PDF, Markdown, JSON, TXT) into the Onyx RAG knowledge base. These documents become searchable for instant retrieval and querying.MIT
- Retrieve a live sky almanac for any latitude/longitude: sun, moon, planets, near-Earth asteroid approaches, and ISS position and visibility. One call, three data sources.MIT
- Retrieve recent RSpace documents with pagination to browse and select research data. Returns document metadata for efficient overview.AGPL 3.0
- Discover trending NFT collections by volume, market cap, or price changes to support market research.MIT
- Check server status, loaded profiles, and usage metrics to monitor system health and identify performance issues.MIT
- Retrieve near-Earth asteroid and comet close approaches within a date range and maximum distance, sorted by proximity. Returns designation, date, distance, velocity, and magnitude.MIT