vault-mcp
Allows searching, reading, writing, moving, renaming, archiving, and deleting notes in an Obsidian vault, with automatic propagation to MOCs, daily notes, and knowledge index, plus git-backed versioning.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@vault-mcpSearch the vault for NestJS authentication and summarize with citations."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
vault-mcp
English | Português
Long-term memory for a coding agent: it searches your Obsidian vault before answering, cites
path:line, and records what it learned without asking where to save it.
MCP server for searching, reading and writing an Obsidian knowledge vault. Retrieval by lexical BM25 plus one wiki-link hop; intelligent capture of learnings that decides between creating a new note and appending to an existing one; automatic propagation to the domain MOC and the daily note, and to the knowledge index when the domain is new. Moving, renaming, promoting, archiving and deleting a note go through the server too, so the links and the MOC entries stay correct instead of silently rotting.
Example
Real output from the two tools that define the project, run against this repository's test vault.
The server answers in Portuguese: the vault it serves is written in Portuguese, and so are its tool responses. The output below is verbatim, not translated.
vault_search returns snippets that are already addressed — caminho:linha (path:line) is what
the agent is told to cite:
2 resultado(s) para "retry backoff". Cite `caminho:linha` ao usar qualquer trecho abaixo. Cada trecho da nota vem prefixado com `> `; linhas sem esse prefixo são deste servidor, nunca conteúdo do vault.
02-wiki/nestjs/bullmq-worker.md:13 — Contexto > Retry e backoff (score 7.94)
> ### Retry e backoff
>
> Quando um job falha, o BullMQ aplica a política de retry configurada em `queueOptions`. Para revisar o fluxo de autenticação usado antes de cada retry, veja [[auth-guard]];
> a mesma referência [[auth-guard]] documenta como o token é revalidado a cada nova tentativa de processamento.
02-wiki/nestjs/auth-guard.md:11 — Contexto (score 3.18, via grafo)
> ## Contexto
>
> A API precisava de um mecanismo central de autenticação e autorização, aplicado de forma consistente em todos os módulos, sem repetir lógica de validação de JWT em cada controller.auth-guard matches no term in the query. It is pulled in by one wiki-link hop from the note
that did match, with its score damped — that is what via grafo (via the graph) marks.
vault_learn decides on its own whether to create a note or append to an existing one, writes
up to four files and commits once:
Aprendizado registrado em nota NOVA: 02-wiki/concorrencia/timeout-de-fila-libera-a-fila-nao-o-chamador.md
Motivo: sem overlap de tag nem de domínio
Propagado para: 02-wiki/concorrencia/concorrencia-moc.md, 00-index/index-knowledge.md, 04-daily/2026-08-26.md
Commit: sim
Diff (mostre ao usuário):
--- /dev/null
+++ b/02-wiki/concorrencia/timeout-de-fila-libera-a-fila-nao-o-chamador.md
@@ -0,0 +1,15 @@
+---
+tipo: wiki
+tags: [fila]
+criado: 2026-08-26
+---
+
+# Timeout de fila libera a fila, não o chamador
+
+Um slot que expira solta a PRÓXIMA escrita; a chamada original continua esperando o resultado real dela. Resolver a promessa do chamador no timeout reportaria um desfecho que ninguém observou.
+
+**Contexto:** Serializando as tools de escrita do vault-mcp contra si mesmas.
+
+## Solução
+
+## Exemplo
--- /dev/null
+++ b/02-wiki/concorrencia/concorrencia-moc.md
@@ -0,0 +1,16 @@
+---
+tipo: moc
+tags: [concorrencia]
+criado: 2026-08-26
+atualizado: 2026-08-26
+---
+
+# Concorrencia — Mapa de Conteúdo
+
+## Notas
+
+- [[timeout-de-fila-libera-a-fila-nao-o-chamador]] — Um slot que expira solta a PRÓXIMA escrita; a chamada original continua esperando o resultado real dela.
+
+## Relacionados
+
+- [[../../00-index/index-knowledge|índice de conhecimento]]
--- a/00-index/index-knowledge.md
+++ b/00-index/index-knowledge.md
@@ -1,6 +1,6 @@
---
tipo: moc
-atualizado: 2026-02-01
+atualizado: 2026-08-26
---
# Índice de Conhecimento
@@ -9,6 +9,7 @@
- [[../02-wiki/nestjs/nestjs-moc|nestjs]] — NestJS, providers, guards, filas
- [[../02-wiki/docker/docker-moc|docker]] — Dockerfiles, multi-stage, compose
+- [[../02-wiki/concorrencia/concorrencia-moc|concorrencia]] — Um slot que expira solta a PRÓXIMA escrita; a chamada original continua esperando o resultado real dela.
## Convenções
--- /dev/null
+++ b/04-daily/2026-08-26.md
@@ -0,0 +1,10 @@
+---
+tipo: daily
+criado: 2026-08-26
+---
+
+# 2026-08-26
+
+## Capturas
+
+- 11:12 [[timeout-de-fila-libera-a-fila-nao-o-chamador]] (aprendizado)Four files, one docs(vault): {titulo} commit — undoing the whole learning is git revert on it.
The concorrencia domain did not exist, which is why the call carried confirm_novo_dominio: true,
the MOC was built from scratch, and the knowledge index gained a line pointing at it.
Related MCP server: mcp-obsidian-vault
Installation
Published as @andreymudri/vault-mcp, so nothing needs to be cloned to run it:
npx @andreymudri/vault-mcp # no install; npm fetches and runs it
npm i -g @andreymudri/vault-mcp # or install once, then `vault-mcp`The scope is not decoration: the bare vault-mcp on npm is a 443-byte namespace placeholder by
another author, so npx vault-mcp runs their package instead of this one. The command inside the
scope keeps the short name — npx @andreymudri/vault-mcp resolves the bin from within the package.
From a clone, to develop it:
npm install
npm run build
npm testNode >= 20 to RUN the server (
dist/is plain JavaScript), verified on every push by thecompatCI job, which builds and smoke-starts it on 20Running the suite takes more than that:
test/frontmatter.test.tsexecutes the realparseFilein a child process pinned to a timezone, and that child isnode <file>.ts— it depends on Node's own type stripping. CI pins 26, which is the version this is developed onThe suite has 21 files with 1,222 tests and takes ~10 s.
npm testruns the typecheck (pretest) first and bounds the suite by the clock: a hung suite exits 124, never with no exit code
Configuration
The vault is passed through an environment variable:
VAULT_PATH="/absolute/path/to/vault" npx @andreymudri/vault-mcpFrom a clone, the same thing without the registry:
VAULT_PATH="/absolute/path/to/vault" node /absolute/path/to/vault-mcp/dist/server/index.jsReplace /absolute/path/to/vault with the root of your vault. VAULT_PATH is mandatory. If it
is not set, or is not a directory, the server exits with code 1 and writes the reason to stderr.
Registering with Claude Code
Add the MCP with:
claude mcp add vault --scope user \
-e "VAULT_PATH=/absolute/path/to/vault" \
-e "VAULT_AUTO_PUSH=1" -- \
npx -y @andreymudri/vault-mcpFrom a clone, put node /absolute/path/to/vault-mcp/dist/server/index.js after the -- instead.
The vault's path is absolute and goes into -e as a single KEY=value pair — with quotes around
the whole pair, which is what makes a vault whose path contains a space work. There is no variable
expansion in JSON, so a relative path here becomes a server that does not start. The -y on npx
matters for a stdio server: without it, the first run can stop at an install prompt on a terminal
that nobody is watching.
--scope user registers in ~/.claude.json and makes the tools available in every project,
which is the point: the vault answers about decisions and patterns while you work in another
repository. Without the flag the default is local (the current directory only). Check with
claude mcp get vault; to remove it, claude mcp remove vault -s user.
VAULT_LANG
The language the server speaks: en (default) or pt. It covers the tool and field
descriptions, input refusals (wrapper and payload), startup errors, result labels (Commit / Push
/ Warning / Diff, headers, empty-list markers, headlines), and the errors thrown by the write layer
— path rejected, note not found, invalid domain — which travel as a code and are resolved at the
tool boundary.
Two things it deliberately does not cover, so you know where the line is:
Anything written into the vault — commit subjects (
docs(vault): …) and section names (## Notas,## Domínios,## Capturas). These follow the vault, never the reader, and it is not a matter of taste: the server looks the section name up inside your own MOC file, so translating## Notasto## Notesin a vault whose MOC says## Notaswould not find the section, would append a second one, and would silently break the idempotency that stops the MOC gaining a duplicate line on every capture.Warnings and diagnostics, which stay in Portuguese for now: push and commit failures, move and link-rewrite warnings, and the
Motivo:line explaining whyvault_learnappended instead of creating.writer.tsmerges up to three warnings from different sources into one string, so a per-warning code does not survive the merge; translating them means restructuring the warning arrays of four modules, and part of it is analysis about vault content rather than interface.
The default is English even though this server was built for a Portuguese vault. The tool
description is what the model reads to decide whether to call a tool at all, so a server
described in a language the agent is not operating in pays a translation tax on every call
decision — and whoever forgets VAULT_PATH gets, in a language they may not read, the one message
they needed to read.
It deliberately does not guess from LANG/LC_ALL. On the author's own machine the vault is
Portuguese while the shell is LANG=en_US.UTF-8, so inference would get the generic case right and
the one known case wrong.
Set it the same way you set VAULT_PATH — through your MCP client, which works on every
platform:
claude mcp add vault --scope user \
-e "VAULT_PATH=/absolute/path/to/vault" \
-e "VAULT_LANG=pt" -- \
npx -y @andreymudri/vault-mcpFrom a POSIX shell you can also prefix it directly. This form is shell grammar, not a command, so it does not work in cmd.exe or PowerShell — use the client form above on Windows:
VAULT_LANG=pt VAULT_PATH="/absolute/path/to/vault" npx @andreymudri/vault-mcpVAULT_AUTO_PUSH
Every write (vault_write_note, vault_edit_note, vault_learn, vault_move, vault_delete) already commits to the vault's git.
VAULT_AUTO_PUSH=1 adds a git push after the commit — without it the commit stays on the machine
only, and a vault with a remote kept in more than one place diverges silently.
Off by default, because it is the only thing this server does that leaves the machine. When turned on:
git pushwith no refspec, following the branch's upstream: a repository that has not been configured says so instead of having a remote and a branch guessed for itit always fails as a warning, never as a rollback. The note is already on disk and committed; undoing that because the network went down would be the worst trade available. The tool's response gains a
Push: yes|noline (Push: sim|nãounderVAULT_LANG=pt), which only appears when a push was in fact ATTEMPTEDa remote that moved ahead is not resolved on its own. Pull, rebase and merge rewrite the user's knowledge base, and that is their decision — not a side effect of saving one note. The warning names the situation and stops
bounded to 30 s, with
GIT_TERMINAL_PROMPT=0: a stdio server has no terminal on which to answer a credential prompt, so a prompt would be a hang. Credentials have to come from a helper (for examplegh auth git-credential) or from an SSH key
The Nine Tools
Tool | Input | When to Call |
|
| Before answering about the user's decisions, patterns, gotchas or history. Default result: 6 snippets. Notes in |
|
| After |
|
| Inventory of notes by metadata (e.g. "which projects are active?", "which notes carry the jwt tag?"). Does not search content — use |
|
| Measure how connected a subject is, find the MOC that indexes a note, assess the impact of a change. Deduplicates links: a note that links the target twice counts as one backlink. |
|
| Create or replace a whole note. Frontmatter is guaranteed. Commits automatically. To change a passage, use |
|
| Replace an exact passage of a note. Fails if the passage does not exist or appears more than once — in that case, include more context in |
|
| Record a learning during the session (architecture decision, pattern, gotcha, trap). Do not ask where to save — the server decides. Shows the diff to the user. If the domain does not exist in |
|
| Move, rename, promote out of |
|
| Delete a note and drop its line from the MOC. Refuses, without deleting, if the note has no committed version in |
How vault_learn Decides
vault_learn searches the subject by combining title and insight. Only notes already in 02-wiki/ and reached by direct BM25 (not by graph expansion) are candidates to receive the learning. If such a candidate is found:
1.8× ratio: the top hit must stand out over the runner-up by a factor of at least 1.8. Without that there is doubt, and it creates a new note.
Conjunctive overlap: the top hit must share a tag WITH THE INPUT, OR be in the same domain (
02-wiki/<dominio>/). With no overlap it creates a new note even when the score is high.
When both conditions hold, it appends to the existing note under a ## YYYY-MM-DD — Title section. Otherwise it creates a new note in 02-wiki/<dominio>/.
The bias is deliberate: when in doubt, create a new note rather than bury a learning in the wrong place. Merging notes later is always possible; recovering a lost learning is not.
Escape hatches
Three exceptions can change the final destination:
Title collision: the duplicate rule says no, but a file with that name already exists (an older note with the same slug). The server appends to it anyway and warns
anexado em <path> por coincidência de título; a checagem de duplicata não indicou essa nota. This brings a lost note back into the accumulation flow.The duplicate target cannot take the text: the server decides to append to the candidate note, but it cannot be edited. The server creates a new note under a name derived from the slug (e.g.
multi-stage-cache-de-camadas.mdinstead ofmulti-stage.md) and warnsnão foi possível anexar em <path>; aprendizado gravado em <outro-path>. The warning names the exact path where the learning was written.The note's path is blocked by a non-note: the path where the note would be created (e.g.
02-wiki/docker/titulo.md) is occupied by a FIFO, symlink, directory or hard link (something that cannot be overwritten). The server creates a new note with a date suffix (e.g.titulo-2026-08-25.md) and warns<path> não é uma nota (link, diretório ou dispositivo); aprendizado gravado em <outro-path>. The warning names the exact path where the learning was written.
In every case, no insight is lost — the response says exactly where the learning ended up.
What vault_learn Writes
One call to vault_learn can touch up to 4 files, all in a single commit with the message docs(vault): {titulo}:
The note (
02-wiki/<dominio>/<slug>.md): created, or with the learning appended. Always written.The domain MOC (
02-wiki/<dominio>/<dominio>-moc.md): created if it does not exist. Updated withatualizado:on every call; with a- [[<slug>]] — <resumo>line only if the note is new. Written only if the content changes.Knowledge index (
00-index/index-knowledge.md): updated ONLY if the domain did not exist before. Written only if the content changes.Daily note (
04-daily/YYYY-MM-DD.md): created if it does not exist. Updated with the capture- HH:MM [[<slug>]] (<tipo>, <projeto>)only if the line is not already there. Written only if the content changes.
Every file is written atomically. If propagation fails (e.g. out of disk space), the files stay on disk and the response includes a warning naming the target that was not updated. If the git commit fails (e.g. the repository does not exist), the files stay written on disk and the response includes a warning.
Undoing a whole learning is:
git revert <commit-hash>Tuning the Ranking
Any change to the following parameters has to pass the full suite: npm test. Each constant is pinned in a specific place:
FIELD_WEIGHTS(src/index/inverted-index.ts):heading: 3.0, tags: 2.0, prose: 1.0, code: 0.5. Weight on each field's frequency. Pinned intest/bm25.test.ts.NOTE_TYPE_WEIGHTS(src/index/inverted-index.ts):moc: 0.3, daily: 0.3. Multiplies the final score of MOC or daily notes. It exists because those notes repeat the query across short chunks — without the factor, the MOC beats the note it points at. Pinned by a literal assertion intest/bm25.test.ts:370-374;test/golden-queries.test.tsandtest/retrieval.test.tsfail only if it is removed, not if it is re-tuned.GRAPH_DAMPING(src/retrieval/budget.ts):0.4. Multiplies the score of graph neighbours — linked notes. One hop, not several. Pinned intest/retrieval.test.ts:522.K1andB(src/index/bm25.ts):1.2and0.75. BM25 parameters. Pinned intest/bm25.test.ts:232-233.DUPLICATE_SCORE_RATIO(src/write/learn.ts):1.8. Minimum ratio between top hit and runner-up for an append. Pinned intest/learn.test.ts:336.
Running the full suite:
npm testSecurity Guarantees
Writes are refused for:
Paths outside the vault
Paths in
.git/,.obsidian/,node_modules/,_templates/and99-archive/Symlinks (resolved before writing)
Hard links
Within a single server instance, two concurrent vault_learn or vault_write_note calls do not interleave to begin with: each write waits for the previous one to finish. If a write hangs (e.g. git blocked), the 60-second timeout frees the queue for the next write, not the caller — the earlier call keeps waiting for its real result. Once the next write starts, both may be running — the call gains a warning saying exclusivity was not guaranteed. This does NOT protect against simultaneous writes from Obsidian, from a second server instance, or from a git checkout in the vault.
Search and Retrieval
Search runs BM25 over chunks of 2–3 heading levels, covering prose, tags and headings with different weights. If no term of the query hits any note, it tries to suggest similar terms (Levenshtein distance ≤ 2).
After the pure BM25 search, it expands by one wiki-link hop: neighbours of the notes that hit inherit GRAPH_DAMPING times the source's score.
Every result cites caminho:linha (path:line) — that is the note's real address. Note snippets are prefixed with > in vault_search to distinguish vault content from server lines.
Vault Structure
Directory convention:
00-index/: knowledge index and root MOCs01-raw/: raw captures and clippings (excluded from search by default)02-wiki/: knowledge organised by domain (nestjs/,docker/, etc.)03-projects/: project notes04-daily/: daily notes (YYYY-MM-DD.md)_templates/: Obsidian templates (ignored by indexing)99-archive/: archived notes (readable, not writable)
Known Limitations
Three things this server does not do, each chosen rather than overlooked:
Archiving to
99-archive/loses the— summaryon the note's entry in its source MOC.vault_moveremoves the line from the origin MOC and has no destination MOC to reinsert it into, and the archive is a write-free area, so there is nowhere to park the text. Unarchiving recreates a bare- [[slug]], not the entry as it was. The alternatives — stashing the summary in the moved note's own frontmatter, or in a side index — both cost more than the loss. What the operation never does is invent a summary: with no origin line, the entry comes out short and true.A wiki-link that exists only in the frontmatter is not rewritten by
vault_move. Candidate notes are selected from the body, which is also where the link graph is built from, so a note this filter skips is a note whose edgesvault_backlinksdoes not have either. Widening the rewrite without widening the scanner would produce the worse asymmetry: a corrected link that no read tool can see.vault_get_notereturns the note body raw. Escaping it would silently break read-then-edit for exactly the notes that carry a control character, sincevault_edit_notematchesold_textas an exact substring of the file. The surfaces that do make per-line claims — thevault_searchsnippet and the diff — are sanitised.
The sixteen follow-ups raised so far have been fixed — including the aliased frontmatter that blocked
the event loop for ~5 s, the hard link indexed on the read path, and the cross-process write race.
docs/followups.md keeps the record: each item with the measurement that characterised it, the fix
applied and the test that pins it, plus the full reasoning behind each acceptance above.
Development
After a change to the code:
npm run build # Compiles TypeScript (src/ only, emits dist/)
npm run typecheck # tsc over src/ AND test/, without emitting
npm test # Runs the typecheck (pretest) and then the vitest suite
npm run smoke # Starts the built dist/ and demands the nine tools over stdio
npm run dev # Watch mode (if needed)The build tsconfig.json covers only src/ — what emits does not compile tests. tsconfig.test.json
covers both with noEmit, and npm's pretest runs it before the suite: a test fake that stops
satisfying the interface it declares implements fails at typecheck, not at run time.
The full suite takes ~10 s. Some tests use FIFOs to simulate long-running operations; all of them
open the write end themselves (withFifoWatch), so they fail in seconds instead of relying on the
runner's timeout. npm test runs through scripts/test.mjs, which bounds the suite by the clock
(15 min, VAULT_MCP_TEST_TIMEOUT_MS) and kills the process group: a hung suite becomes exit 124,
not an indefinite stall with no exit code at all.
npm run smoke is the check the suite cannot be: it spawns the compiled dist/server/index.js as a
program against a throwaway vault, completes the MCP handshake and requires tools/list to answer
with exactly the nine tools. It covers the entrypoint deciding it is a library and starting nothing —
a clean exit 0 to a shell, an eternal wait to a client — and it is what makes engines.node >= 20 a
verified claim: CI runs it on Node 20 as well as on the pinned 26, since the suite itself cannot run
on 20 (test/frontmatter.test.ts depends on the runtime's type stripping) while compiled JavaScript
can.
Commit messages and the server's own user-facing strings — tool descriptions, error messages, the
prose inside a diff — are written in Portuguese (BR): the vault this serves is a Portuguese-language
knowledge base and its reader is a Portuguese-speaking model. Code comments and docblocks are in
English, with src/index/bm25.ts left in Portuguese from the first pass.
License
MIT © 2026 Andrey Mudri
Available Tools
9 toolsvault_backlinksA
Lists the notes pointing at the given note. Use it to gauge how connected a subject is, to find the MOC that indexes the note, or to weigh the impact of changing or renaming it.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | Vault-relative path, with `.md`. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
There are no annotations, so the description carries the behavioral burden. It clearly indicates a read-only listing operation, but it does not disclose the output shape, ordering, or whether only direct inbound links are returned. This is adequate for a simple tool but leaves some behavioral details unspecified.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two concise, purposeful sentences. The first defines the primary action, and the second adds valuable usage context without wordiness. Every sentence earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a single-parameter read-only tool, the description is largely complete: it states the resource, the behavior, and practical use cases. The lack of an output schema is the main gap, but the phrase 'Lists the notes' gives sufficient expectation of what the call returns for selection and invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the schema already documents the single `path` parameter. The description only refers to 'the given note' without adding additional parameter-level detail, so the baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description opens with a specific verb and resource: 'Lists the notes pointing at the given note.' This clearly defines the backlinks functionality and distinguishes it from siblings like vault_get_note, vault_search, and vault_list, which serve different purposes.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description provides clear use cases: gauging connectedness, finding the MOC that indexes the note, and weighing the impact of changing or renaming it. It does not explicitly mention when not to use it or name alternative tools, but the context is strong enough for an agent to decide when this tool fits.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_deleteA
Deletes a note and commits, removing its line from the domain MOC. Refuses, without deleting, if the note has no committed version in HEAD (there would be no way to undo), if it is structural (MOC, daily note, index) or if it lives under 99-archive/. Notes pointed at by others require confirm, and the refusal lists who points at them — their links will break. The answer carries the exact command that undoes it.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | Vault-relative path, with `.md`. | |
| confirm | No | Confirms deleting even with other notes pointing at this one; their links will break. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden, and it does an excellent job: it discloses that the tool commits, removes the MOC line, refuses to delete unsafe candidates, lists who points at the note, breaks links, and returns an undo command. This is exceptional behavioral transparency.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is dense but perfectly structured: the core action comes first, followed by refusal conditions, confirmation behavior, and the undo guarantee. Every sentence adds meaningful information with no fluff.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a destructive, mutating tool with no annotations and no output schema, this description covers all the essential context an agent needs: side effects, refusal conditions, confirmation requirements, and even the undo command in the response. It is remarkably complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. The description does not add significant new meaning for 'path' or 'confirm' beyond what the schema already provides; it mostly restates the safety conditions rather than elaborating parameter formats or values.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific action ('Deletes a note and commits'), a resource ('note', 'domain MOC'), and a distinctive side effect (removing its line from the MOC). It also enumerates refusal conditions, so an agent can clearly tell it apart from write, edit, and move siblings.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
It gives concrete context for when deletion is allowed vs refused: requires a committed version in HEAD, cannot target structural notes or archive paths, and needs confirm when backlinks exist. It does not explicitly name alternatives like vault_move for archiving, so it falls just short of full guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_edit_noteA
Replaces ONE exact passage of an existing note and commits. Fails, without writing, if the passage does not appear or appears more than once — in that case send more context in old_text.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | Vault-relative path, with `.md`. | |
| new_text | Yes | The text that takes its place. | |
| old_text | Yes | The exact passage to replace; it must be unique within the note. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations present, the description carries the full burden and does so well. It discloses the commit side effect, the atomic failure mode ('Fails, without writing'), and the exact uniqueness condition that triggers failure. This is valuable behavioral information beyond the schema.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single dense sentence conveys the operation, constraints, failure mode, and remediation without wasted words. The most important behavioral constraint, uniqueness and no-partial-write, is front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a three-parameter edit tool with no output schema and no annotations, this description is complete enough for an agent to invoke it correctly: it knows what the tool edits, when it fails, and how to recover. The schema covers parameter details, and the description covers behavior and error handling.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema already documents all three parameters with 100% coverage, so the baseline is 3. The description adds extra semantic guidance on old_text: it must be unique and can be expanded with more context if the initial attempt fails. This goes beyond the schema's static descriptions.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description uses a specific verb and resource: 'Replaces ONE exact passage of an existing note'. This clearly distinguishes it from sibling tools like vault_write_note (writing a whole note) and read/list tools, even though it does not name them explicitly.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Usage is implied: use this to replace one exact passage in an existing note. The description does not explicitly contrast it with alternatives or state when not to use it, but it does provide actionable guidance on how to resolve ambiguity by sending more context in old_text.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_get_noteA
Reads a whole note by its vault-relative path (e.g. 02-wiki/nestjs/auth-guard.md), with frontmatter, resolved links and broken links. Use it after vault_search when the snippet is not enough, or before editing the note.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | Vault-relative path, with `.md`. | |
| offset | No | First character of the BODY to return, for reading a note that did not fit in one answer. Omit it on the first call; afterwards use the offset the cut marker announces. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description carries the burden. It marks the tool as a read operation and discloses the return payload's key components (frontmatter, resolved links, broken links). It does not mention pagination/truncation with the offset parameter, but the schema already documents that behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences, front-loaded with the action and resource, followed by a workflow note. No filler; the example earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter read tool with no output schema, the description gives path format, return contents, and usage context. The offset/cut-marker behavior is captured in the parameter schema, so nothing critical is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Input schema covers 100% of parameters, so the description need not add much beyond the baseline. The path example ('02-wiki/nestjs/auth-guard.md') provides helpful formatting guidance beyond the schema's 'vault-relative path'.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States the exact operation ('Reads a whole note') and object (vault-relative path with example), and adds what is included (frontmatter, resolved links, broken links). This clearly separates it from the vault_search snippet behavior.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly instructs to use it after vault_search when the snippet is insufficient and before editing, naming a concrete alternative and two workflow triggers. This gives an agent decision rules rather than leaving usage to inference.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_learnA
Records a learning in the vault. Call it whenever something non-obvious and reusable comes up during the session — an architecture decision, a pattern, a gotcha, a configuration trap — without asking first where to save it: the server decides on its own between appending to the existing note that already covers the subject and creating a new one (the bias is to create), and propagates on its own to the domain MOC and the daily note (and to the knowledge index when the domain is new), all in a single commit. Show the returned diff to the user.
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Tags for the note's frontmatter. | |
| links | No | Related wiki-links, without the brackets. | |
| titulo | Yes | Short title for the learning; it becomes the filename. | |
| dominio | Yes | Domain under `02-wiki/`, e.g. nestjs, docker, patterns. A new domain requires confirm_novo_dominio. | |
| insight | Yes | The learning itself, in markdown. | |
| projeto | No | Name of the project under `03-projects/` this learning belongs to; it goes into the daily note's capture line. | |
| contexto | Yes | Where and why this came up. | |
| confirm_novo_dominio | No | Confirms creating a domain that does not yet exist under `02-wiki/`. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations present, the description carries the full burden of behavioral disclosure and delivers it: server-side routing between append and create, propagation to domain MOC, daily note, and knowledge index for new domains, atomicity ('all in a single commit'), and the returned diff to show the user. This reveals side effects and internal logic that neither the name nor the schema conveys.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The core action is front-loaded ('Records a learning in the vault') followed by usage triggers, routing behavior, propagation, and return handling. Every clause earns its place and nothing is wasted, though the single run-on sentence with nested dashes and parentheticals is harder to parse than shorter sentences would be.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with no annotations and no output schema, the description covers purpose, when to call, routing decision, multi-target side effects, atomicity, and the diff return — nearly everything an agent needs. The main gaps are not mentioning the new-domain confirmation flow behind confirm_novo_dominio and not describing failure or error behavior, which is minor against the overall complexity.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline of 3 applies. The description adds modest extra color by tying the domain parameter to propagation behavior (knowledge index for new domains), but it does not need to compensate for missing schema text and does not explain individual parameter syntax beyond it.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource — 'Records a learning in the vault' — with concrete examples of what counts (architecture decision, pattern, gotcha, configuration trap). The auto-routing behavior ('the server decides on its own... the bias is to create') clearly distinguishes it from the write/edit siblings, so an agent can tell them apart.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives explicit trigger conditions: 'Call it whenever something non-obvious and reusable comes up' plus concrete scenarios, and instructs the agent not to ask where to save. However, it never names alternatives (e.g., vault_write_note, vault_edit_note) or states when not to use this tool, so the exclusion side is left to inference.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_listA
Lists notes by metadata — tipo, tags, status, folder — without looking at content. Use it for inventory ("which projects are active?", "which notes carry the jwt tag?"), not to search by subject: for subject use vault_search.
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Every one of these tags must be on the note. | |
| tipo | No | Frontmatter `tipo`: wiki, moc, projeto, daily. | |
| folder | No | Vault folder, matched on a segment boundary. | |
| status | No | Frontmatter `status`, e.g. ativo, pausado. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the behavioral burden. It adds useful context by disclosing that the tool filters by metadata and ignores content, but it does not describe return shape, pagination, ordering, or any side effects. 'Lists' implies read-only behavior, but that is not stated explicitly.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences with no filler. The core behavior is front-loaded, the metadata filter types are listed, and the exclusion/alternative is given in the second sentence.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a filtered-list tool with four optional, well-documented parameters, the description gives enough context for an agent to call it correctly. The absence of an output schema leaves some ambiguity about what fields are returned, but the primary decision of when to use vault_list versus vault_search is fully covered.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so each parameter already has a clear description in the schema. The tool description reinforces that these are metadata filters but adds no new meaning beyond what the schema provides, so the baseline of 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb ('Lists') and resource ('notes by metadata'), and explicitly clarifies it does not look at content. It distinguishes itself from vault_search by name, so an agent can tell the two tools apart immediately.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Provides explicit when-to-use guidance via inventory examples and directly says 'not to search by subject: for subject use vault_search.' This clearly routes the agent to the correct sibling tool.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_moveA
Moves, renames, promotes or archives a note, fixing on its own every link that would otherwise start pointing somewhere else, migrating its entry between domain MOCs and committing it all at once. to is the full path with .md, so the four operations are one: 01-raw/inbox/rascunho.md → 02-wiki/nestjs/auth-guard.md promotes, renames and changes domain together. 99-archive/ counts as BOTH source and destination, which gives you archive and unarchive. A destination domain with no MOC requires confirm_novo_dominio. Show the returned diff to the user.
| Name | Required | Description | Default |
|---|---|---|---|
| to | Yes | Full destination path, vault-relative, with `.md`. Moving, renaming and promoting are the same operation. | |
| from | Yes | The note's current vault-relative path, with `.md`. | |
| confirm_novo_dominio | No | Confirms creating the MOC of a destination domain that does not have one yet. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden and does it well: it discloses automatic link fixing, MOC migration, atomic commit behavior, confirmation requirements for new domains, and that a diff is returned. This goes well beyond the bare move/rename semantics and gives an agent a realistic model of the tool's effects.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is dense but every sentence earns its place: it defines the operation, clarifies path semantics with a concrete example, explains the archive special case, and states the confirmation requirement. The most important behavioral fact (link fixing) is front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a complex multi-purpose tool with no output schema and no annotations, the description is remarkably complete. It covers the input semantics, the domain-MOC behavior, the archive/unarchive case, the confirmation flow, and the expected user-facing output. An agent has enough to call it correctly in most scenarios.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100%, so the baseline is a 3. The description adds real value by explaining how 'to' encodes the operation kind, that 99-archive can be both source and destination for archive/unarchive, and when confirm_novo_dominio is required. This enriches the schema descriptions without repeating them.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description uses a specific verb set ('Moves, renames, promotes or archives a note') and precisely identifies the resource (a vault note) and the core side effect (fixing every link). It distinguishes itself from siblings like vault_edit_note and vault_delete by explaining the unified path-based operation with domain MOC migration.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description clearly implies when to use the tool: for any move/rename/promote/archive operation that should stay link-consistent. It gives concrete path examples and explains special cases like 99-archive and confirm_novo_dominio. However, it never explicitly states when NOT to use it or names alternatives like vault_edit_note for content-only edits.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_searchA
Lexical-semantic search over the vault (BM25 plus one wiki-link hop). Call it before answering any question about the user's decisions, patterns, gotchas or history, and before recording a new learning. Returns snippets already cited as path:line — repeat that citation in your answer. Notes under 01-raw/ are excluded unless include_raw.
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Filters by frontmatter tags. A note must carry ALL of them; case does not matter. | |
| tipo | No | Filter by the frontmatter `tipo`: wiki, moc, projeto, daily. | |
| limit | No | Maximum snippets returned (default 6). | |
| query | Yes | Search terms in natural language. | |
| folder | No | Restrict to a vault folder, e.g. `02-wiki/nestjs`. | |
| status | No | Filters by the frontmatter `status`, e.g. `ativo`. | |
| include_raw | No | Include `01-raw/` (unvetted capture), left out of results by default. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden, and it discloses the key behavioral traits: search quality, exclusion of 01-raw notes unless include_raw, and the path:line citation format. It does not need to discuss side effects because the tool name clearly indicates a read-only search operation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is compact and front-loaded: purpose first, then usage, then output behavior, then the raw-notes exception. Every sentence conveys a distinct, necessary piece of information with no filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the 7-parameter schema, the absence of annotations, and the absence of an output schema, the description covers what the agent needs most: when to use the tool, how results are formatted, and the one non-obvious inclusion/exclusion rule. The remaining parameter details are fully handled by the schema.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so all seven parameters are already documented in the input schema. The description only restates the include_raw behavior, which is already expressed in the schema, so it adds no meaningful semantic value beyond what the agent already has.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly defines the tool as a vault-wide lexical-semantic search using BM25 plus one wiki-link hop, which is specific and immediately distinguishes it from sibling tools like vault_list and vault_backlinks. It states the verb, resource, and retrieval behavior without ambiguity.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives explicit instructions on when to call it: before answering questions about the user's decisions, patterns, gotchas, or history, and before recording new learnings. It does not explicitly state when not to use it or name an alternative tool, but the context is clear enough for correct routing.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
vault_write_noteA
Creates or replaces a whole note, with frontmatter guaranteed, and commits it to the vault's git. It replaces the entire file: to change one passage use vault_edit_note, and to record a learning use vault_learn, which picks the destination and propagates on its own.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | Vault-relative path, with `.md`. | |
| content | Yes | The note's markdown body, without the frontmatter block. | |
| frontmatter | No | Frontmatter fields, e.g. `{ "tipo": "wiki", "tags": ["jwt"] }`. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description carries the full burden — and it delivers. It discloses that the tool replaces the entire file (destructive), commits to the vault's git (side effect), and guarantees a frontmatter block (behavioral guarantee). This is exactly the kind of context an agent needs before calling a write tool.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences with the core behavior front-loaded and the caveat plus alternatives in the second. Minor redundancy exists between 'Creates or replaces a whole note' and 'It replaces the entire file,' but the former sets scope while the latter emphasizes destructiveness, so each clause earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a write tool with no output schema and no annotations, it covers the essentials: operation, destructive scope, git-commit side effect, frontmatter handling, and sibling routing. The one gap is that it never describes the return value or confirmation behavior on success, which would be valuable given there is no output schema. Otherwise an agent has everything needed to call it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so path, content, and frontmatter are already fully documented. The description adds marginal value with 'frontmatter guaranteed' (clarifying the caller avoids the frontmatter block in content), but provides no extra format or syntax details. Baseline 3 is appropriate since the schema does the heavy lifting.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb ('Creates or replaces'), a clear resource (a whole note), and unique scope: it replaces the entire file while guaranteeing a frontmatter block. It also names sibling tools vault_edit_note and vault_learn as the tools for different jobs, so an agent can distinguish it without opening schemas.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly routes away from this tool: 'to change one passage use vault_edit_note' and 'to record a learning use vault_learn' with the reasoning that vault_learn picks the destination and propagates on its own. The whole-file vs one-passage distinction gives a clear decision rule for when to use vault_write_note instead.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
9 tool updates
v0.3.0- First observed
vault_backlinks - First observed
vault_delete - First observed
vault_edit_note - First observed
vault_get_note - First observed
vault_learn - First observed
vault_list - First observed
vault_move - First observed
vault_search - First observed
vault_write_note
TDQS
Scored across 9 tools
Each tool targets a distinct operation: search, list metadata, read note, backlinks, whole-file write, passage edit, automatic learning, move, and delete. The descriptions explicitly contrast overlapping-sounding tools (vault_write_note vs vault_edit_note vs vault_learn; vault_search vs vault_list), leaving little room for misselection.
All tools share the vault_ prefix and snake_case, and most follow a verb_noun shape like vault_get_note, vault_write_note, and vault_edit_note. A few names are bare verbs or nouns without an explicit object (vault_search, vault_learn, vault_backlinks), but the pattern is still predictable and readable.
Nine tools is well-scoped for a knowledge vault server: there is a clear placement for reading, searching, listing, writing, editing, learning, moving, and deleting notes. Each tool earns its place and none is redundant.
The tool set covers the full note lifecycle — discovery, retrieval, creation, editing, deletion, and move/rename — plus vault-specific needs like backlinks, link fixing, MOC propagation, and git commits. No critical dead ends are obvious from the described surface.
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