#Indexing MCP Servers
Discover 14 MCP servers tagged with Indexing on the Vinkius App Catalog.
Elastic Enterprise Search MCP
Manage enterprise search via Elastic. Search engines and documents, handle indexing, and monitor search analytics directly from any AI agent.
Elasticsearch Vector MCP
Empower vector search via Elasticsearch. Perform dense vector kNN searches, handle index mappings, and index embedding documents directly from any AI agent.
LlamaIndex (AI Data Framework & RAG) MCP
Query and manage RAG pipelines via LlamaIndex. Execute natural language searches, audit indexed files, and monitor data pipelines.
OpenSearch Vector MCP
Run k-NN vector searches on OpenSearch. Create indexes, upsert embeddings, query similar documents, and manage your vector store from any AI agent.
Google Search Console MCP
Monitor your website's search performance, fix indexing issues, and manage sitemaps via AI.
Redis Vector MCP
Equip your AI to autonomously manage embeddings, run KNN similarity searches, and administrate vector indexes natively inside your Redis stack.
Meilisearch MCP
Manage your Meilisearch instance. Handle indexes, documents, and search configurations directly from your AI agent.
Marqo AI (Vector Search & Embeddings) MCP
Manage semantic search via Marqo. Execute tensor queries, index JSON documents, and audit vector indices.
The Graph (Web3 Indexing) MCP
Index and query blockchain data across EVM and Solana chains. Access transfers, holders, swaps, and custom subgraphs directly.
DocsBot MCP
Equip your AI agent to manage AI-powered knowledge bases, track sources, and query your bots via the DocsBot API.
Swiftype MCP
Connect your AI to Elastic Swiftype. Query your search engines, manage documents, and retrieve deep analytical insights natively from the terminal.
Rapid URL Indexer MCP
Fast URL indexing and SEO tools.
Bates Numbering Generator Engine MCP
Generate flawless, sequentially accurate Bates numbering arrays for massive e-Discovery documentation without LLM skipping.
Fern MCP
Manage and interact with Fern documentation platforms. Generate access tokens, index websites for AI, and query analytics directly from your agent.