Ossian MCP
Ask your own documents with citations, plus durable memory for agents.
Connector by dockndevai · GitHub account verified by the MCP Registry
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
Reviews
Write a reviewNo 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_documentslist_documentslist_namespacesrecall
Write 2 · Create, change, send or run things.
add_document_from_urlremember
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_IDOSSIAN_MODEOSSIAN_URL
Network hosts it talks to 2
github.com· found in codeglama.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 URLFetch 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 documentsAnswer 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 sessionErase 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 documentsList 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 namespacesList 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 memoryRetrieve 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 somethingRecord 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
- Repository
- github.com/dockndevai/ossian-mcp
- First seen
- Oct 24, 2026
- Last checked
- Oct 25, 2026
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Cite this page
Ossian MCP. Agent Mart. https://agentmart.dev/connectors/dockndevai-ossian-mcp (last updated 2026-10-25)