MCP Servers
Model Context Protocol servers that connect Claude to tools, APIs, and data.
What are you trying to do?
criterion
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.
semantic-search
Semantic search for Historical Soundscapes. Search eventos, entities, filters. Cross-lingual ES/EN.
velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
PinRAG
MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
RxRadar
Semantic search across 5 US government healthcare databases.
Repo-to-RAG
GitHub repository vectorizer and context synthesizer for RAG pipelines.
perplexity
Search the web, generate AI responses, and create embeddings with real-time information
gpt-chat
MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings
Lifestyle Medicine Knowledge
Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.
cortex
Local repo context for coding assistants with semantic search and graph relationships.
smart-connections
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
Novyx MCP
Persistent memory for AI agents with rollback, audit trails, and semantic search.
Sui Knowledge Base (kapa.ai)
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
ragdrift-mcp
Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.
deepcontext
Advanced codebase indexing and semantic search MCP server
Stompy – AI Memory for Claude & MCP Agents
Persistent AI memory with semantic search, conflict detection, and ticketing.
Local FAISS MCP Server
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
deeprepo
Productivity-boosting RAG engine for codebases with multi-provider AI support and semantic search.
Srclight
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
A Christmas Carol
Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
Calypso Multimodal RAG MCP
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
voidfeed-mcp
Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.
socraticode
MCP server for local codebase indexing, semantic search, and code dependency graphs.