MCP Qdrant Codebase Embeddings
Uses Qdrant vector embeddings to understand semantic relationships in codebases.
Knowledge Base MCP Servers
Qdrant MCP Server
Semantic code search using the Qdrant vector database and OpenAI embeddings.
Prompt Registry
A lightweight, file-based server for managing and serving prompts via stdio.
Stimulsoft Documentation MCP Server
Official MCP server for Stimulsoft Reports & Dashboards documentation. Semantic search across FAQ, Programming Manual, Server/User Manual, and Server/Cloud API…
Svelte
# @sveltejs/mcp Repo for the official Svelte MCP server. ## Dev setup instructions ``` pnpm i cp apps/mcp-remote/.env.example apps/mcp-remote/.env pnpm dev ```…
Minecraft Modding Mcp
mcmodding-mcp is a Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to Minecraft modding documentation. Instead of…
MCP-RAG: Modular RAG Pipeline using MCP & GroundX
MCP server Implantation for RAG (GroundX API)
GraphMem
An MCP server for graph-based memory management, enabling AI to create, retrieve, and manage knowledge entities and their relationships.
StremAI
Hosted shared memory for coding agents: what one connected agent learns, other connected agents can recall.
structured.sh
Self-hosted MCP server for persistent agent memory. Define typed schemas, write records, and query with SQL via DuckDB against Parquet files on disk.
Studex Portal
Connect Claude Desktop, Cursor, VS Code, and any MCP-compatible AI client directly to your Studex account - search users, read notifications, manage your blog…
Exomem
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Memory Mcp 1file
🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based…
Maqami Travel
Book hotels worldwide with AI - search, compare prices, prebook and book across 249 countries with wholesale rates up to 30% cheaper than OTAs. 65 tools for…
🧠 Advanced MCP Server Setup with
Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE
Mnemon — Persistent Layered Memory for AI Agents
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking…
Conference Partner
Academic conference and journal data: CFP submission deadlines, CCF/CORE/QUALIS rankings, acceptance-rate history and journal impact factors — remote server…
JP Bids MCP
Japanese government procurement bid search and AI analysis via MCP
Forge Knowledge Engine
Source-grounded MCP, A2A, and x402 metadata for verified knowledge commerce.
HelpDocs
Search and fetch article content, create and update articles, reorganize categories, and pull analytics on what readers search for.
Openclaw Fcma
6-tier AI memory system with 28 MCP tools — episodic memory, knowledge graphs, document storage, session ledger, auth & GDP 6-tier AI memory system with 28 MCP…
Ones Wiki Mcp Server
A Spring AI MCP-based service for retrieving ONES Wiki content and converting it to AI-friendly text format.
Local RAG Backend
A local RAG backend powered by Docker Compose, supporting various document formats for search.
Metis — Research Cortex
A private, local research "second brain" for Claude — cited answers from your own library (it won't invent what it can't find), persistent project memory…