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Callosium MCP server

by callosium·io.github.callosium/callosium·v0.1.18·9 stars

One shared memory for every AI you use, in plain Markdown files you own.

A91/100grade A
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A91/100

full report

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9 stars31 downloads/wk

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

Callosium tools (21, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • append_note

    ADDITIVE edit: appends content to a note (under a specific heading if given, else at the end). Prefer this over write_note for adding facts to an existing note — it can never destroy what is already there.

  • archive_note

    Retire a note from recall/search WITHOUT deleting it: sets status: archived with your attribution and reason. Reversible by the owner. Agents can never hard-delete anything.

  • brain_check

    Validate the whole brain against its schema: broken links, orphans, frontmatter problems, sync conflicts. Report only, never destructive.

  • fetch_document

    Return the FULL text of a note, or of EVERY note under a folder, concatenated in path order — for rewriting/editing a complete document that may span several files. Pass a note path for one whole note, or a folder path for the whole folder. Large results are capped: notes past the character budget are listed (path + size) instead of inlined, so fetch a sub-folder for those. Use this over read_note

  • gather

    Assemble a CONTEXT PACK for a topic/project: the most relevant notes with their PATHS, dates, and a real excerpt of each — so you get broad context in ONE call, then read_note / fetch_document the ones you need in full. Use for "brief me on X", "what's the status of / pending on X", "get me up to speed on X". Broader than recall (a focused answer) and richer than search (thin snippets).

  • get_filing_rules

    The rules for turning raw material (documents, exports, notes) into filed notes in THIS brain: the partitions and what belongs in each, the routing order, naming, required frontmatter, and the ground-truth protocol for verbatim sources. Call this before filing anything so every note lands in its right home and the map stays true. YOU do the reading and distilling; these rules tell you where each n

  • get_instructions

    The operating instructions for agents connected to this brain — replaces per-tool CLAUDE.md files.

  • get_map

    The routing MAP of this brain — how it is organized and how to navigate it: the top-level structure (what lives in each folder), the topic hubs to start from, and how to find things. READ THIS FIRST when you connect, and whenever you need to know WHERE something is. Generated from the brain's real structure and always current.

  • glossary

    The brain's map of known entities — people, initiatives, clients/projects, and all aliases — so you can link correctly ([[Entity Name]]) and know whether something the user mentions already exists. Consult before creating any entity note or writing notes that reference people/clients/projects.

  • list_notes

    Browse the brain by folder prefix (e.g. "Knowledge/") — returns paths, newest first.

  • move_note

    Rename or move a note to a new path AND repoint the [[wikilinks]] that pointed at it, so nothing breaks. Both the old and new locations must be within your write scope; refuses to overwrite an existing note. Notes outside your write scope cannot be rewritten — any of those you can READ that still link to the old path are listed back to you rather than left silently dangling; notes outside your rea

  • overview

    Orient yourself: partitions with note counts, the most recently changed notes, and your access scope. Call at session start or when unsure where things live.

  • read_note

    Read one note by its path relative to the brain root. Small notes return whole. For a LARGE note (a long reference doc), reading it whole floods your context — pass { section: "<heading>" } to read one section, or { offset, limit } to page through characters. With neither, a large note returns its outline (headings + offsets) + opening so you can pick what to read. When you deliberately need the E

  • recall

    Deterministic retrieval over the brain. Returns evidence-tagged excerpts, a linked-context block (related notes up to 3 hops — read_note the ones you need), and a create-safety hint. If `clarify` is present, ASK THE USER which option they mean before proceeding — do not guess. If found=false, relay "not in the brain" honestly — never invent an answer.

  • recent
  • related

    Typed graph neighbors of a note (zero-LLM knowledge graph: wikilinks + frontmatter edges).

  • remember

    One-step episodic memory record, filed per the schema and stamped with your identity.

  • resolve

    Resolve a name/alias to its canonical note ("Makoto" → the note that owns that alias). Call before creating any entity note, and when the user references something by a nickname.

  • search

    Fast ranked search for browsing and disambiguation — returns candidate notes with snippets, no committed answer. Use recall when you need a checked answer; use search when you need to find or choose between notes.

  • skills

    The reusable SKILLS this brain carries — a skill is a packaged how-to the AI follows end-to-end (draft a proposal, build a client POC, prep for a meeting, etc.). Because they live in the vault, Callosium serves them to ANY connected AI: a skill authored in one assistant (Claude) works in another (ChatGPT/Gemini). Call this to see what is available, then read_note the skill's SKILL.md to follow it.

  • write_notewrite action

    Create or update a note. Filing rules route new typed notes; attribution is stamped server-side. Writing to a path that ALREADY EXISTS is refused unless overwrite:true — use append_note to add safely, or pass overwrite:true to deliberately replace the body. For new entity notes, entity resolution runs first — if the entity already exists you get its canonical path back instead of a duplicate.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • Code scan34 source files scanned25/25
  • –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 25 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 91/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Callosium compares

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

Safety score
91/100
higher than 85% of 48,255 servers
Tools
21
the typical server has 7
Tools that change things
5%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
9
more than 87% of 28,688 servers
Downloads a week
31
more than 19% of 12,191 servers with a package

What its tools let an agent do: 18 read · 1 create · 1 change · 1 delete

Install Callosium in Claude Code, Cursor or VS Code

Runs npx -y callosium on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add callosium -- npx -y callosium
Add to Cursor

What the publisher says

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

Callosium

Every AI you use forgets you. Callosium gives them one shared memory, in plain files you own.

You explain your project to Claude. Then you explain it again to ChatGPT. Then again to Cursor. Every chat starts from zero, and everything you have ever told an AI is scattered across apps that do not talk to each other.

Callosium fixes that. It turns a folder of plain Markdown on your computer into a brain any AI can use: they recall what you know before answering, save what they learn in the right place, and cite exactly where every answer came from. Your files never leave your machine.

  • One brain, every AI. Claude, Cursor, ChatGPT-compatible apps, 27 clients supported, all reading and writing the same memory.
  • Plain files you own. Markdown on your disk. No database, no cloud, no account required. Uninstall tomorrow and your notes are still just notes.
  • It does not make things up. Across 15,000 test questions it invented nothing. When the answer is not in your notes, it says so. (the numbers)
  • Works offline, in English and Arabic. Everyday recall needs no internet, no API key, and no large language model.

Table of contents

  • A guided tour
  • Install and first run
  • Connect your AI
  • What your AI can do once connected
  • Why it is different
  • The proof
  • White paper
  • Your files, your storage
  • Docs and policies

A guided tour

A walk through the local dashboard, shown on a dummy "Northwind Studio" brain (never real data).

1. Open it, and it works offline-first

2. Sign in, or stay fully local

Google, GitHub, email, or continue as guest. An account is only for syncing and paid plans; the free app never needs one, and your notes never leave the device either way.

3. The cockpit

Your brain at a glance: notes stored, connections, health, and a live feed of every change, human or AI.

4. Connect any AI, scoped to what you allow

Every AI you connect shares the same memory, and you decide what each one can reach.

Pick a client and Callosium hands it a scoped connection to paste into its settings. Nothing is sent anywhere.

5. Ask your brain, and it answers only from your notes

Every answer cites the exact notes it came from. If it is not in your brain, it says so instead of guessing.

6. Your notes, linked and versioned

Browse everything, follow the [[wikilinks]], and every note keeps a full version history one click from undo.

7. See the whole brain as a map

A constellation of everything you know, with the hubs to start from and every link between notes.

8. Keep it healthy

A one-click audit finds broken links, orphans, and gaps in your topic maps, and fixes only what you approve. Nothing changes on its own.

9. Privacy and honesty are on by default

Local-only, per-AI permissions, signed writes, always-cite, never-invent, bilingual, and a one-click export of every note. The guarantees are built into the engine, not switches you can forget to set.

Install and first run

Prerequisite: Node.js 20 or newer. Check with node --version.

1. Install it, then run one word

npm install -g callosium
callosium

Shortened. The full README is on GitHub.

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

Callosium: common questions

Is Callosium MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the Callosium safety report
How do I install Callosium?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Callosium need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Callosium maintained?
The last commit was 66 days ago (2026-08-30). The latest release is v0.1.18.
How does Callosium compare with other MCP servers?
safety score 91/100 (higher than 85% of 48,255 servers); tools 21 (the typical server has 7); tools that change things 5% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.