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Connapse MCP server

by Destrayon·io.github.Destrayon/connapse·v0.3.2·18 stars
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Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

18 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Connapse tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Connapse compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 80% of 3,470 Web search servers
GitHub stars
18
more than 88% of 1,786 Web search servers

Install Connapse in Claude Code, Cursor or VS Code

claude mcp add connapse -- docker run -i --rm ghcr.io/destrayon/connapse:v0.3.2
Add to Cursor

What the publisher says

From the Connapse repository's README, as published. We do not edit it. Read it on GitHub

Stop losing context between AI sessions. Give your agents persistent, searchable memory.

Your AI agents forget everything between sessions. Connapse fixes that.

Every time you start a new conversation, your AI agent starts from zero — no memory of past research, no access to your documents, no accumulated knowledge. Connapse is an open-source knowledge backend that gives agents persistent, searchable memory. Upload documents or point it at your existing Amazon S3 buckets or local filesystems. Agents query and build their own research corpus via 11 MCP tools, REST API, or CLI. Container-isolated, hybrid search (vector + keyword), self-hosted and private. Deploy in 60 seconds with Docker. Built on .NET 10.

🤖 AI Agent Integration — Claude queries and builds your knowledge base via MCP

AI agents query your knowledge base through the MCP server, receiving structured answers with source citations from your documents.

🎛️ Your Knowledge, Your Rules — Runtime configuration without restarting

Switch embedding providers, tune chunking parameters, and configure search — all at runtime, without restarting.

📦 Quick Start

git clone https://github.com/Destrayon/Connapse.git && cd Connapse && docker-compose up -d
# Open http://localhost:5001

Prerequisites

  • Docker & Docker Compose
  • .NET 10 SDK (for development)
  • (Optional) Ollama for local embeddings

Run with Docker Compose

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Connapse: common questions

Is Connapse MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Connapse safety report
How do I install Connapse?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Connapse need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Connapse maintained?
The last commit was 37 days ago (2026-09-27). The latest release is v0.3.2.
What can I use instead of Connapse?
Servers from other publishers that do the same job: DocsMint MCP server, obsei MCP server and searxNcrawl MCP server. Compare all Connapse alternatives.
How does Connapse compare with other Web search MCP servers?
safety score 88/100 (higher than 80% of 3,470 Web search servers); github stars 18 (more than 88% of 1,786 Web search servers). Full comparison.

Alternatives to Connapse

Same job from other publishers: the closest match first, then the best rated.

All Connapse alternatives →
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    A
  • obsei
    Self-hosted customer feedback with PII stripped at ingest: search, stats and themes with citations.
    A
  • searxNcrawl
    Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.
    A
  • Tinysearch
    Fast discovery search and self-hosted web research for MCP agents.
    B
  • Immich Photo Manager
    Photo management for self-hosted Immich: search, albums, duplicates, faces, PDF reports. 94 tools.
    B