All Search MCP servers
Best Claude Code mcp servers for codebase onboarding on Search (May 2026)
10 curated Claude Code mcp servers that handle codebase onboarding on Search projects. Install commands, configs, and copy-paste setup, refreshed May 2026.
10 items matching Search & Codebase Onboarding.
Brave Search Server
Web and local search capabilities using the Brave Search API
searchwebbraveofficial
Redis Server
Official Redis MCP server for data storage, caching, and search operations through natural language
databaserediscachesearch+1
Tavily Search
AI-optimized search engine for agents with intelligent result extraction and summarization
searchwebairesearch+1
Exa Search
Neural search engine designed for AI that understands meaning and finds precisely relevant content
searchwebaisemantic+1
Elasticsearch Server
Search, index, and analyze data in Elasticsearch clusters with natural language queries
searchelasticsearchanalyticslogging+1
Pinecone Server
Manage vector databases, upsert embeddings, and perform similarity searches with Pinecone
pineconevector-databaseembeddingsai+2
Weaviate
Connect to Weaviate vector database for semantic search, knowledge base management, and RAG workflows with vector embeddings
weaviatevector-databaseembeddingsai+2
Milvus
Manage Milvus vector database collections, perform similarity searches, and handle vector embeddings for AI applications
milvusvector-databaseembeddingsai+1
ChromaDB
Interact with ChromaDB for semantic document search, metadata filtering, and persistent vector storage in RAG pipelines
chromadbvector-databaseembeddingsai+2
Qdrant
Vector search engine acting as a semantic memory layer for storing and retrieving information using natural language
vector-databaseqdrantembeddingssearch+1
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