Remove GraphRAG data for a specific document or clear all data (use with caution). Returns the number of deleted records.
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700,359 tools. Updated 2026-10-25 01:20
"Exploring GraphRAG and HybridRAG" matching MCP tools:
- Run FedSQL SELECT queries against CAS or SAS compute tables and retrieve rows. Read-only, with support for joins, aggregations, and paging—ideal for exploring data across both storage tiers.Apache 2.0
- Compile a concise integration brief for any third-party API, covering base URL, auth scheme, required parameters, request body, and response codes. Provide a service name and optional endpoint to narrow results.MIT
- Parse, chunk, embed, and store a code file in vectors and entities to enable GraphRAG search. Returns a job_id for tracking; set force=true to re-index unchanged files.MIT
- Summarize a SQL Server database's name, server, login, object counts, and size in MB before exploring it; flags incomplete visibility when permissions hide objects.GPL 3.0
- Lists all tables and views in the live database catalog. Use it to discover table names before writing SQL queries or exploring an unfamiliar schema.MIT
Matching MCP Servers
- AlicenseAqualityDmaintenanceAn MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.53MIT
- AlicenseAqualityCmaintenanceEnables exploring Steam store reviews and community discussion threads with server-side filtering, temporal analysis, and metadata context for understanding player sentiment and feedback beyond store page noise.1321 npm1BSD 3-Clause
Matching MCP Connectors
- graphrag-ts-pgOAuth
`graphrag-ts` is a TypeScript GraphRAG engine and a self-hosted Streamable HTTP MCP service for Markdown corpora. This Hermes entry connects to a service that the user runs on the same machine; it does not install or host the GraphRAG server.
Written fix-and-flip term sheets for 1–4 unit investment purchases, by email. Business-purpose only.
- Retrieve aggregate statistics on smart contract types, function visibility, and security findings impact levels. Use this to quickly understand a project's structure and risk profile before diving into details.AGPL 3.0
- Search standards documentation to find technology guidance on topics like kafka, docker, and kubernetes. Returns up to 5 matching excerpts with detailed information.MIT
- Retrieve SPARQL endpoints listed in the Italian government data catalog to access linked data services.MIT
- Save session goal, progress, and modified files to a .claude-checkpoint file so a new session can resume after crashes, /clear, or context limits without re-exploring.MIT
- Summarize each database schema with table, view, procedure, and function counts plus approximate rows and estimated data/index size, so you can see where a database's weight lies before refactoring.GPL 3.0
- Generate schema-aware query suggestions with ready-to-run SQL to help explore unfamiliar databases and find useful queries.MIT
- Traverse a knowledge graph from query seed entities outward up to N hops to retrieve multi-hop relational knowledge, attributes, and links for holistic entity understanding.MIT
- List identifier types with counts and sample values, or filter by type to see specific identifiers and linked entities.MIT
- Find feature requests by text query. Get matching requests with vote counts and MRR to assess demand, avoid duplicates, and explore feature areas before creating new requests.MIT
- Fetch multiple graph edges from TigerGraph, with optional filtering by edge type or source vertex to explore relationships and support data analysis.Apache 2.0
- Search verified project memory to retrieve past decisions, conventions, gotchas, and invariants before exploring the codebase. Filter by type, path, or verification status to answer quickly and avoid repeating failed approaches.MIT
- Fetch a Hermès product's recommended items, including similar and styled-with shelves with price, stock, and image, by SKU.MIT
- Retrieve a list of chart platforms and categories for exploring newsletter audience statistics and rankings.MIT
- Calculate mean and true Black Moon Lilith for a birth chart, returning zodiac sign, degree, house, daily speed, retrograde flag, and interpretation.MIT
- Search Neo4j vector indexes using text queries to find similar nodes with sanitized properties and similarity scores for GraphRAG applications.MIT