Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
Stop losing context between AI sessions. Give your agents persistent, searchable memory.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| v0.4.0 | Communication connectors (Slack, Discord) |
| v0.5.0 | Knowledge platform connectors (Notion, Confluence, GitHub) |
| v1.0.0 | Production-ready stable release |
| container_create | Create a new container for organizing files |
| container_list | List all containers with document counts |
| container_delete | Delete a container |
| container_stats | Get container statistics (documents, chunks, storage, embeddings) |
| Variable | Description | Required |
|---|---|---|
| CONNAPSE_ADMIN_EMAIL | Configuration value read at startup. | Optional |
| CONNAPSE_ADMIN_PASSWORD | Configuration value read at startup. | Optional |
The original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.