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Ossian MCP

Ask your own documents with citations, plus durable memory for agents.

Connector by dockndevai · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 2
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/dockndevai-ossian-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Ask your own documents with citations, plus durable memory for agents. Safe by default.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
4 read · 2 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Node.js package

Tools by what they do 7

Read from the source code; the running server may list different tools.

Read 4 · Look things up without changing anything.

  • ask_documents
  • list_documents
  • list_namespaces
  • recall

Write 2 · Create, change, send or run things.

  • add_document_from_url
  • remember

Delete 1 · Delete, drop, revoke or wipe things.

  • forget_session

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • OSSIAN_API_KEY

Other settings (environment variables or headers).

  • OSSIAN_AGENT_ID
  • OSSIAN_MODE
  • OSSIAN_URL

Network hosts it talks to 2

  • github.com · found in code
  • glama.ai · found in code

Tools (7)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • add_document_from_urlAdd a document from a URL

    Fetch a public web page and add it to the corpus so it can be answered from later. Ingestion is asynchronous — the document is not answerable the instant this returns. The server refuses private and internal addresses, so this cannot be used to reach anything on its network.

  • ask_documentsAsk the documents

    Answer a question from the organisation's own documents, with citations. Returns the exact passages the answer was written from. Use this for anything about internal policy, runbooks, handbooks, contracts or product documentation — anything the user's organisation wrote down. If nothing in the corpus supports an answer this reports that rather than guessing: treat 'not found' as the real answer and say so, do not fall back on general knowledge and present it as the organisation's policy.

  • forget_sessionForget a session

    Erase everything remembered for one conversation. Use when a session ends or the user asks to be forgotten. Durable memories about a subject are not affected.

  • list_documentsList documents

    List the documents available to answer from, with their ingestion status. Use this to tell the user what the system actually knows about, or to check whether something they uploaded has finished processing.

  • list_namespacesList namespaces

    List the slices the document corpus is divided into, with how many documents each holds. Use this before ask_documents when a question clearly belongs to one area and you want to avoid another area answering it.

  • recallRecall from memory

    Retrieve what was previously remembered that relates to the current situation. Ranked by relevance, weighted by importance and decayed by age, so a recent statement outranks an old one saying the opposite. Worth calling at the start of a conversation with a returning user. This searches memory, not documents — use ask_documents for anything the organisation wrote down.

  • rememberRemember something

    Record something worth carrying beyond this conversation — a stated preference, a durable fact about the user, a decision and its reason. Do NOT use this for things the documents already say, for anything the user would be surprised to find stored, or for the content of the conversation itself. Restating something already remembered is harmless: it updates rather than duplicating.

Signals

Stars
2
Forks
0
Open issues
4
Last commit
Oct 19, 2026 (11 days ago)
Last release
Sep 12, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.dockndevai/ossian-mcp
Version
0.2.2
Auth
API key
Packages
npm ossian-mcp
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 25, 2026

More from dockndevai

Cite this page

Ossian MCP. Agent Mart. https://agentmart.dev/connectors/dockndevai-ossian-mcp (last updated 2026-10-25)