Home / MCP servers / Docmancer

Docmancer

docmancer/docmancerMCP server

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Scanned · 3 to knowMCP serverSource: Official MCP Registry
133 stars +2 this week Updated 3mo ago License MIT
53popular

Why this score

Installs in real projects3/25
Stars4/10
Usage (forks)5/15
Upkeep20/25
License15/15
Owner history6/10

1 public GitHub projects have this in their committed setup (counted 2026-10-07). That counts people who kept it, not people who starred it. Private projects aren't visible, so the real number is higher.

Popularity score: 53/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Nov 4, 2026 at the PyPI package docmancer@0.9.17, first 300 source files (it's a large repo), with Cisco's open-source skill-scanner.

What its code does:

  • Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.docmancer/ai/openrouter_client.py and 2 more
  • Makes network requestsbenchmarks/download.py:28, docmancer/runtime/qdrant_manager.py:152 and 3 more
  • Reads environment variables, where API keys usually livedocmancer/runtime/qdrant_manager.py:350

Web addresses in its code:

  • docmancer.devdocmancer/web/api.py:47
  • openrouter.aidocmancer/ai/openrouter_client.py:25
  • aistudio.google.comdocmancer/ai/providers/catalog.py:60
  • api.anthropic.comdocmancer/ai/providers/catalog.py:59
  • api.cohere.comdocmancer/ai/providers/catalog.py:67
  • api.deepseek.comdocmancer/ai/providers/catalog.py:63
  • api.docmancer.devdocmancer/cloud/config.py:12
  • api.fireworks.aidocmancer/ai/providers/catalog.py:66
  • api.groq.comdocmancer/ai/providers/catalog.py:62
  • api.mistral.aidocmancer/ai/providers/catalog.py:61
  • api.openai.comdocmancer/ai/providers/catalog.py:58
  • api.together.aidocmancer/ai/providers/catalog.py:65
  • api.together.xyzdocmancer/ai/providers/catalog.py:65
  • api.voyageai.comdocmancer/ai/providers/catalog.py:68
  • api.x.aidocmancer/ai/providers/catalog.py:64

And 12 more.

These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Nothing from another maker does quite the same job yet.