"A Python server using FastAPI to expose public web API endpoints to an agent" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Production-grade MCP server for discovering AI agent frameworks, vector databases, LLM gateways, and generating certified Docker Compose deployment stacks
Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
Stateless NMI + cosine fusion with entropy-driven alpha calibration
Cloudflare Workers MCP server: embedding-search
Agent-driven search: build, import, tune, search, and score result quality — all over MCP.
Remote ChromaDB vector database MCP server with streamable HTTP transport
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…
- XataOAuthio.github.xataio
Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments
Same functionality, consuming only 1/20 of the context window tokens.
