MARKDOWN_VAULT_MCP_KV_STORE_URLdefault file:///data/state
Persistent-state backend URL shared by every pvl-core subsystem that needs state. `memory://` is in-process and lost on restart; `file:///path` persists on one server; `redis://`, `dynamodb://` and `mongodb://` each need their matching extra. When unset, defaults to `file:///data/state` (the volume family Docker images mount), or to `memory://` (with a warning) on a host where that directory is not usable.
MARKDOWN_VAULT_MCP_TOOLS_ALLOW
Comma-separated explicit tool names this instance exposes; every other tool is hidden from listings and cannot be invoked. Names matching no registered tool are inert. Mutually exclusive with `tools_deny`. Takes effect through `apply_tool_visibility`.
MARKDOWN_VAULT_MCP_TOOLS_DENY
Comma-separated explicit tool names hidden from this instance (absent from listings, cannot be invoked). Names matching no registered tool are inert. Mutually exclusive with `tools_allow`. Takes effect through `apply_tool_visibility`.
MARKDOWN_VAULT_MCP_SERVER_NAME
Rename this server instance; defaults to the project name.
MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION
Concise routing context that distinguishes this deployment's material or responsibility.
MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA
Deployment-specific behavioral policy added to the generated MCP instructions.
MARKDOWN_VAULT_MCP_INSTRUCTIONS
Legacy: replaces all generated MCP instructions (deprecated; use _INSTANCE_DESCRIPTION for routing and _INSTRUCTIONS_EXTRA for policy).
FASTMCP_LOG_LEVELdefault INFO
Log level for FastMCP internals and app loggers (DEBUG / INFO / WARNING / ERROR / CRITICAL). The -v CLI flag overrides to DEBUG.
FASTMCP_ENABLE_RICH_LOGGINGdefault true
Set false for plain or structured JSON log output.
OLLAMA_HOSTdefault http://localhost:11434
Ollama server URL for the ollama embedding provider. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the Ollama ecosystem convention.
OPENAI_API_KEYsecret
OpenAI API key for the openai embedding provider, and the fallback key for the summarize tool when MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY is unset. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the OpenAI ecosystem convention.
VOYAGE_API_KEYsecret
Voyage AI API key for the voyage embedding provider. Bare (not MARKDOWN_VAULT_MCP_-prefixed), matching the OPENAI_API_KEY / OLLAMA_HOST convention. Setting it never auto-selects the provider; choose it explicitly with MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER=voyage.
OPENAI_BASE_URL
Bare fallback for MARKDOWN_VAULT_MCP_OPENAI_BASE_URL (embeddings). For the summarize tool it only routes traffic when an API key already enables the feature; it never enables summarize by itself.
OPENAI_EMBEDDING_MODEL
Bare fallback for MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL.
MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_Sdefault 60
Maximum seconds an index-backed tool or resource waits for the FTS index to become queryable during a cold-start background build before raising IndexUnavailableError(reason="timeout"). Increase for large vaults.
MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_Sdefault 60
Maximum seconds an index-querying read tool waits for the IndexWriter to drain when called with wait_for_pending_writes=true. On timeout the tool answers from the current index and reports index_stale=true in the response _meta.
MARKDOWN_VAULT_MCP_SOURCE_DIRdefault /data/vault
Path to the markdown vault directory. Required โ the server refuses to start without it. Symbolic links inside the vault are followed on Python 3.13+.
MARKDOWN_VAULT_MCP_READ_ONLYdefault false
Set to true to hide the write tools (write, edit, append, delete, rename, move_folder, fetch, git_sync, the okf_* tools, create_upload_link) and serve a search-only vault. git_sync also needs managed git mode; create_upload_link needs an HTTP transport.
MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTINGdefault false
Set to true to refuse a write that would overwrite an existing file when no if_match etag is supplied. Deliberate replacement still works: read the file first, then pass if_match. Unaffected: edit, append, delete, rename.
MARKDOWN_VAULT_MCP_DISABLE_APPS_UIdefault false
Hide the MCP Apps UI tools (browse_vault, show_context) from the tool listing for clients that do not render MCP Apps panels.
MARKDOWN_VAULT_MCP_INDEX_PATH
Path to the SQLite FTS5 index file; unset keeps the index in memory. Set it for persistence across restarts.
MARKDOWN_VAULT_MCP_STATE_PATH
Path to the change-tracking state file. Defaults to {SOURCE_DIR}/.markdown_vault_mcp/state.json.
MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH
Path to the numpy embeddings file; required to enable semantic search.
MARKDOWN_VAULT_MCP_INDEXED_FIELDS
Comma-separated frontmatter fields promoted to the tag index for structured filtering. Changing it cold-rebuilds the index once on next startup; SEARCHABLE_FIELDS inherits this value when unset.
MARKDOWN_VAULT_MCP_REQUIRED_FIELDS
Comma-separated frontmatter fields required on every document; documents missing any are excluded from the index.
MARKDOWN_VAULT_MCP_EXCLUDE
Comma-separated glob patterns excluded from scanning, e.g. .obsidian/**,.trash/**.
MARKDOWN_VAULT_MCP_TITLE_FIELDdefault title
Frontmatter field used as the document title (falls back to title, the first H1, then the filename). Changing it cold-rebuilds the index once on next startup.
MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS
Comma-separated frontmatter fields whose text values become keyword-searchable and enrich first-chunk embeddings. Inherits INDEXED_FIELDS when unset; the sentinel none means filterable but not searchable. Changing it cold-rebuilds the index and re-embeds once on next startup.
MARKDOWN_VAULT_MCP_TEMPLATES_FOLDERdefault _templates
Relative folder where note templates live (used by the create_from_template prompt).
MARKDOWN_VAULT_MCP_PROMPTS_FOLDER
Directory of .md prompt files that extend or override built-in prompts; a relative path is resolved against SOURCE_DIR.
MARKDOWN_VAULT_MCP_CONVENTIONS_FILEdefault _conventions.md
Filename of the per-folder conventions files surfaced to clients at write time (bare .md filename without glob characters). Set to none to disable folder conventions.
MARKDOWN_VAULT_MCP_OKF_MODEdefault auto
OKF (Open Knowledge Format) read semantics. With auto (the default), read annotations switch on when the vault declares an OKF version in its root index.md. Use off to disable OKF semantics entirely, or on to force them for an undeclared vault. Annotations are read-only; write behavior is never affected.
MARKDOWN_VAULT_MCP_OKF_WRITEdefault false
OKF (Open Knowledge Format) enforced write layer. When true on an OKF-active vault, the server stamps generated provenance on each write and clears any verified attestation when a note's content changes. It also keeps each written folder's log.md and index.md current, and exposes the okf_verify tool. Requires OKF_MODE to be auto or on (a true value with OKF_MODE=off is a config error). Off by default.
MARKDOWN_VAULT_MCP_OKF_VERIFYdefault elicit
How the okf_verify tool attributes a human review. This applies only when OKF_WRITE is on, which gates the tool. With elicit (the default), okf_verify asks the human to confirm the review through an MCP elicitation, then records the attestation only on an affirmative reply. It fails closed when the client cannot elicit or the human declines, so a model holding the human's token cannot self-attest. Set trust-auth instead to attribute to the authenticated caller with no confirmation, which is safe only when the sole caller is a human-driven UI. Set off to hide the tool, leaving attestation to external tooling. A non-default value with OKF_WRITE off is a config error.
MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS
Comma-separated allowed attachment extensions (e.g. pdf,png,jpg); case and a leading dot are ignored, so PDF and .pdf name the same type. Use * to allow every non-markdown file. Unset selects the built-in allowlist. A link whose target has a listed extension is not part of the link graph; changing the list rebuilds the index once.
MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MBdefault 1.0
Maximum attachment size in MB returned by read / accepted by write; 0 disables the limit.
MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTESdefault 262144
Maximum bytes returned by a full-document read of a note; use `read(path, section=โฆ)` for partial reads. 0 disables the limit.
MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODEdefault auto
Mode used when a search call omits 'mode': auto, keyword, semantic, or hybrid. The default 'auto' picks hybrid when embeddings are configured and keyword when they are not. Pin 'keyword' to keep unqualified searches off the embedding provider (each hybrid or semantic search embeds the query, which costs an API call on a metered provider). A configured semantic/hybrid default also degrades to keyword without embeddings, so no setting can make a vault unsearchable; an explicit mode= argument is never downgraded.
MARKDOWN_VAULT_MCP_CHUNKS_PER_FILEdefault 2
Maximum chunks returned per document in search results.
MARKDOWN_VAULT_MCP_SNIPPET_WORDSdefault 200
Width of the snippet window (words) in search results; 0 returns full chunk content.
MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHAdefault 0.25
Down-weights longer chunks in ranking: score / (1 + alpha * log(chunk_count)).
MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDSdefault 400
Word cap per chunk; the adaptive chunker splits at deeper heading levels, then paragraph/word boundaries, to respect it. Match it to the embedding model's context. A reindex applies a new value.
MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS
Character cap enforced alongside MAX_CHUNK_WORDS to bound token-dense chunks. Unset derives min(1500, model context * 2.8). Set a positive value for an exact cap, or -1 to scale with the model's full context (can exhaust memory on long-context models). A reindex applies a new value.
MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDSdefault 40
Words of overlap between adjacent budget-split fragments of the same heading section (0 disables). A reindex applies a new value.
MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS
Folder-prefix score multipliers (`prefix:weight` pairs, comma-separated, weights > 0) applied to all search modes; the deepest matching prefix wins (sessions:0.5 demotes sessions/**).
MARKDOWN_VAULT_MCP_FTS_WEIGHTS
Per-column BM25 weights (`column:weight` pairs, comma-separated, weights >= 0) for keyword ranking. Columns: path, title, folder, heading, content, summary.
MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER
Embedding provider: openai, voyage, ollama, or fastembed. Unset auto-detects from the environment (never voyage). Any OpenAI-compatible endpoint works with openai plus OPENAI_BASE_URL; see the embeddings guide.
MARKDOWN_VAULT_MCP_OLLAMA_MODELdefault nomic-embed-text
Ollama embedding model name.
MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLYdefault false
Force Ollama to embed on CPU only.
MARKDOWN_VAULT_MCP_VOYAGE_MODELdefault voyage-4
Voyage AI embedding model name.
MARKDOWN_VAULT_MCP_OPENAI_BASE_URLdefault https://api.openai.com/v1
OpenAI-compatible API base URL for embeddings; the bare OPENAI_BASE_URL is honoured as a fallback.
MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODELdefault text-embedding-3-small
OpenAI-compatible embedding model name; the bare OPENAI_EMBEDDING_MODEL is honoured as a fallback.
MARKDOWN_VAULT_MCP_FASTEMBED_MODELdefault BAAI/bge-small-en-v1.5
FastEmbed model name.
MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR
FastEmbed model cache directory (in Docker, stored under /data/state/fastembed).
MARKDOWN_VAULT_MCP_EMBED_CONTEXTdefault false
Enrich embedding input with the note title, chunk heading, and (first chunk) searchable-field values. Flipping it re-embeds the whole vault once on next startup.
MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_Sdefault 30.0
Per-request wall-clock budget in seconds for a single embedding HTTP call (OpenAI/Ollama). The local FastEmbed backend runs in-process with no network call and ignores this. CPU-only or large-model workloads may need 60-120 s; raise this if batches time out.
MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZEdefault 4
Number of chunks sent per embedding request. Smaller batches shorten each request (useful under a tight timeout on slow models) at the cost of more round-trips.
MARKDOWN_VAULT_MCP_GIT_TOKENsecret
Token/password for HTTPS git auth; remotes must be HTTPS when set.
MARKDOWN_VAULT_MCP_GIT_REPO_URL
HTTPS remote URL for managed git mode: the server clones into an empty SOURCE_DIR on startup (or validates an existing origin) and enables the pull loop, auto-commit, and deferred push.
MARKDOWN_VAULT_MCP_GIT_USERNAMEdefault x-access-token
Username for HTTPS git auth prompts (x-access-token for GitHub, oauth2 for GitLab, the account name for Bitbucket).
MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_Sdefault 600
Seconds between git fetch + fast-forward update attempts; 0 disables periodic pull.
MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_Sdefault 30.0
Seconds of write-idle time before pushing; 0 pushes only on shutdown.
MARKDOWN_VAULT_MCP_GIT_COMMIT_NAMEdefault markdown-vault-mcp
Git committer name for auto-commits; set this in Docker where git config user.name is empty.
MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAILdefault noreply@markdown-vault-mcp
Git committer email for auto-commits.
MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM
OIDC claim key used as the commit author name (e.g. name); overrides GIT_COMMIT_NAME per request when an OIDC token is present. The claim is resolved when the tool call arrives and carried to the background commit, so it applies on every write. A configured claim the token does not carry is reported once at WARNING and the static identity is used.
MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM
OIDC claim key used as the commit author email (e.g. email); overrides GIT_COMMIT_EMAIL per request when an OIDC token is present. Resolved and carried the same way as the name claim.
MARKDOWN_VAULT_MCP_GIT_LFSdefault true
Run git lfs pull on startup to fetch LFS-tracked attachments; set to false for repos without LFS.
MARKDOWN_VAULT_MCP_FILE_WATCHERdefault true
Watch the vault for external filesystem changes; auto-disabled when git pull is active or a webhook can deliver (HTTP/SSE transports only). Requires the file-watcher extra.
MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_Sdefault 2.0
Seconds of quiet after the last filesystem event before reindexing.
MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOORdefault true
Keep the non-recursive watch on the vault root; set false to register zero source-dir-rooted FSEvents streams (avoids repeated macOS access prompts on a home-rooted vault) at the cost of root-level files relying on scans.
MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRETsecret
Shared secret for the GitHub push-event webhook; when set, mounts POST /github-webhook on HTTP/SSE transports to trigger an immediate pull + reindex on push events.
MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKENsecret
Signing token for the GitLab push-event webhook (GitLab 19.0+); when set, mounts POST /gitlab-webhook on HTTP/SSE transports to trigger an immediate pull + reindex on push events. GitLab generates this value; copy the `whsec_` token it shows under Generate signing token rather than inventing one. Deliveries are authenticated by HMAC-SHA256 over the webhook id, timestamp and body, and a delivery older than 5 minutes is rejected.
MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKENsecret
Secret token for the GitLab push-event webhook, GitLab's plain-text form and the only one below 19.0; also mounts POST /gitlab-webhook. It proves nothing about the body and cannot expire, so prefer the signing token where the GitLab version offers it. Setting both accepts either, which is how an existing webhook migrates.
MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER
Summarization backend (only openai is recognised). Unset auto-detects: the backend activates when credentials or an explicit endpoint are present.
MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEYsecret
API key for the OpenAI-compatible summarize endpoint; the bare OPENAI_API_KEY is honoured as a fallback. Unset works for keyless local endpoints (Ollama).
MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL
OpenAI-compatible endpoint base URL for the summarize tool; setting it enables the tool even without an API key. The bare OPENAI_BASE_URL routes traffic only when a key already enables the feature.
MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODELdefault gpt-5-mini
Chat model id used for summaries.
MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENSdefault 8192
Upper bound on generated tokens per summarize call; on reasoning models this budget also covers internal reasoning tokens.
MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTESdefault 50
Cap on the number of notes summarised in one call (subtree expansion truncates to this many).
MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARSdefault 200000
Aggregate cap on note characters sent to the model in one call; excess is truncated with a flag on the result.
MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUTdefault 120.0
Per-request wall-clock budget in seconds for a single summarize backend call; keep it below the MCP client's request timeout so the server-side error wins the race.
MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_Sdefault 3600.0
Link lifetime in seconds when the caller requests no explicit TTL.
MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_Sdefault 86400.0
Ceiling in seconds a caller-requested link TTL is clamped to.
MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_Sdefault 60.0
Post-success grace window in seconds: a served token's TTL shrinks to this so a stalled transfer can retry within it.
MARKDOWN_VAULT_MCP_TRANSFER_LEASE_Sdefault 60.0
Crashed-handler reclaim window in seconds for an in-flight reservation.
MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTESdefault 104857600
Maximum size in bytes of a single upload.
MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_Sdefault 25.0
Seconds a long-running tool call may run in the foreground before it is promoted to a background job and a job handle is returned instead.
MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_Sdefault 3600.0
Seconds a background-job record (working or finished) is retained for polling before it expires from the store.
MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECTdefault 256
Maximum live background jobs per calling subject; further promotions are rejected until older records expire.
MARKDOWN_VAULT_MCP_BASE_URL
Public base URL of the deployed server, for example `https://mcp.example.com`. Required for OIDC. Also the fallback source of the MCP Apps domain when `app_domain` is unset.
MARKDOWN_VAULT_MCP_BEARER_TOKENsecret
Single shared bearer token; enables bearer auth unless `bearer_tokens_file` is set, which takes precedence.
MARKDOWN_VAULT_MCP_OIDC_CONFIG_URL
OIDC discovery document URL, for example `https://auth.example.com/.well-known/openid-configuration`.
MARKDOWN_VAULT_MCP_OIDC_CLIENT_ID
OIDC client identifier registered with the provider.
MARKDOWN_VAULT_MCP_OIDC_CLIENT_SECRETsecret
OIDC client secret registered with the provider.
MARKDOWN_VAULT_MCP_OIDC_AUDIENCE
Expected `aud` claim; tokens issued for another audience are rejected.
MARKDOWN_VAULT_MCP_OIDC_REQUIRED_SCOPESdefault openid
Scopes a caller must present, space- or comma-separated. Defaults to `openid` in oidc-proxy mode.
MARKDOWN_VAULT_MCP_OIDC_ADVERTISED_SCOPESdefault openid offline_access
Scopes advertised to MCP clients in protected-resource metadata, space- or comma-separated. Overrides the default `openid offline_access`; `oidc_required_scopes` is always added on top. Set this when the registered client is not permitted `offline_access`, or to have clients request extra claim scopes (such as `groups`) without also requiring them in every token.
MARKDOWN_VAULT_MCP_OIDC_JWT_SIGNING_KEYsecret
Signing key for issued tokens; used in oidc-proxy mode only. When unset, the key is derived deterministically from `oidc_client_secret`, so tokens survive a restart. Rotating that secret then invalidates every issued token. Set this explicitly to decouple token validity from secret rotation. Generate with `openssl rand -hex 32`.
MARKDOWN_VAULT_MCP_OIDC_VERIFY_ACCESS_TOKENdefault false
Validate the access token instead of the id token.
MARKDOWN_VAULT_MCP_APP_DOMAIN
MCP Apps iframe domain, used for CSP sandboxing. Overrides the host derived from `base_url`.
MARKDOWN_VAULT_MCP_AUTH_MODE
Explicit auth-mode override, accepting `remote` or `oidc-proxy` (case- and whitespace-insensitive). When unset the mode is auto-detected from which auth variables are set; the override exists because having all four OIDC variables set is ambiguous between those two modes. Other values are ignored with a warning.
MARKDOWN_VAULT_MCP_BEARER_TOKENS_FILE
Path to a TOML file mapping bearer tokens to subjects; overrides the single-token `bearer_token` mode.
MARKDOWN_VAULT_MCP_BEARER_DEFAULT_SUBJECTdefault bearer-anon
Subject assigned to the single-token bearer mode; ignored when `bearer_tokens_file` is set, since mapped mode carries per-token subjects.
MARKDOWN_VAULT_MCP_HTTP_PATHdefault /mcp
Mount path for the MCP endpoint.
PUIDdefault 1000
Run the server process as this UID; the container entrypoint reassigns ownership of writable paths to match.
PGIDdefault 1000
Run the server process as this GID; pair with PUID to match the owner of a mounted volume.