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
471,109 tools. Updated 2026-08-23 19:38
"Exploring GraphRAG and HybridRAG" matching MCP tools:
- Generate schema-aware query suggestions with ready-to-run SQL to help explore unfamiliar databases and find useful queries.MIT
- Discover all database schemas (namespaces) to map data organization before exploring tables; optionally include every table in each schema within a single query, saving additional calls.Apache 2.0
- 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
- Find any cryptocurrency entity by name or symbol across coins, exchanges, ICOs, people, and tags. Use this when the entity type is unknown.MIT
- Retrieve a tag's ID, title, and method count to confirm it exists or assess its size before exploring endpoints.Apache 2.0
Matching MCP Servers
- AlicenseAqualityCmaintenanceAn 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.52MIT
- FlicenseBqualityDmaintenanceGraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.2
Matching MCP Connectors
Rick and Morty MCP — wraps the Rick and Morty API (free, no auth)
IP Geolocation: This API provides fast, reliable, and developer-friendly IP geolocation, ASN.
- 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
- Get the architecture cheat-sheet with a freshness verdict. See if changed files make it outdated so you can understand the codebase without re-exploring.MIT
- Preserve a concise 'how this repo works' summary—modules, flows, entry points—so future sessions get context from one page rather than re-searching the codebase.MIT
- Enumerate all database tables and views with their types and column counts to obtain valid table names for SQL queries.MIT
- Retrieve all NFTs owned by a wallet address on VeChain, with optional filtering by contract and pagination controls for exploring large collections.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
- 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
- Retrieve a list of chart platforms and categories for exploring newsletter audience statistics and rankings.MIT
- Retrieves a free sample chain from Brazilian public data, including its reading and rule. Useful for exploring corporate ownership or sanction lists.MIT
- Search Neo4j vector indexes using text queries to find similar nodes with sanitized properties and similarity scores for GraphRAG applications.MIT
- Run JavaScript in a Firefox tab to explore Redux state and dispatch actions for debugging Appsmith apps.MIT