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Markdown Vault MCP

io.github.pvliesdonk/markdown-vault-mcp · version 6.1.1

Community listing. Not installed or verified by cosmic-mcp. Read the source and its permissions before you run it.

Generic markdown vault MCP with hybrid search

https://github.com/pvliesdonk/markdown-vault-mcp

Quick facts

  • Listing: Community
  • Published Nov 8, 07:07 UTC
  • Transport: stdio
  • Package: pypi markdown-vault-mcp 6.1.1
  • Listed by cosmic-mcp: Nov 9, 04:26 UTC
  • Repository: https://github.com/pvliesdonk/markdown-vault-mcp
  • PyPI: https://pypi.org/project/markdown-vault-mcp/
  • Website: https://pvliesdonk.github.io/markdown-vault-mcp/
  • Needs settings: MARKDOWN_VAULT_MCP_KV_STORE_URL MARKDOWN_VAULT_MCP_TOOLS_ALLOW MARKDOWN_VAULT_MCP_TOOLS_DENY MARKDOWN_VAULT_MCP_SERVER_NAME MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA MARKDOWN_VAULT_MCP_INSTRUCTIONS MARKDOWN_VAULT_MCP_LOG_LEVEL MARKDOWN_VAULT_MCP_LOG_FORMAT OLLAMA_HOST OPENAI_API_KEY VOYAGE_API_KEY OPENAI_BASE_URL OPENAI_EMBEDDING_MODEL MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_S MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_S MARKDOWN_VAULT_MCP_SERVER_URL MARKDOWN_VAULT_MCP_CLIENT_CONFIG MARKDOWN_VAULT_MCP_CLIENT_TOKEN MARKDOWN_VAULT_MCP_SOURCE_DIR MARKDOWN_VAULT_MCP_READ_ONLY MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTING MARKDOWN_VAULT_MCP_REPORT_UNRESOLVED_LINKS MARKDOWN_VAULT_MCP_DISABLE_APPS_UI MARKDOWN_VAULT_MCP_INDEX_PATH MARKDOWN_VAULT_MCP_STATE_PATH MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH MARKDOWN_VAULT_MCP_EMBEDDING_STORE MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH_WORKSPACE_MB MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_DSN MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_SCHEMA MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_POOL_SIZE MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_STATEMENT_TIMEOUT_S MARKDOWN_VAULT_MCP_INDEXED_FIELDS MARKDOWN_VAULT_MCP_REQUIRED_FIELDS MARKDOWN_VAULT_MCP_EXCLUDE MARKDOWN_VAULT_MCP_TITLE_FIELD MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER MARKDOWN_VAULT_MCP_PROMPTS_FOLDER MARKDOWN_VAULT_MCP_CONVENTIONS_FILE MARKDOWN_VAULT_MCP_OKF_MODE MARKDOWN_VAULT_MCP_OKF_WRITE MARKDOWN_VAULT_MCP_OKF_VERIFY MARKDOWN_VAULT_MCP_SERVICE_SUBJECTS MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTES MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODE MARKDOWN_VAULT_MCP_CHUNKS_PER_FILE MARKDOWN_VAULT_MCP_SNIPPET_WORDS MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHA MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDS MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDS MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS MARKDOWN_VAULT_MCP_FTS_WEIGHTS MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER MARKDOWN_VAULT_MCP_OLLAMA_MODEL MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY MARKDOWN_VAULT_MCP_VOYAGE_MODEL MARKDOWN_VAULT_MCP_OPENAI_BASE_URL MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL MARKDOWN_VAULT_MCP_FASTEMBED_MODEL MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR MARKDOWN_VAULT_MCP_EMBED_CONTEXT MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_S MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZE MARKDOWN_VAULT_MCP_GIT_TOKEN MARKDOWN_VAULT_MCP_GIT_REPO_URL MARKDOWN_VAULT_MCP_GIT_USERNAME MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM MARKDOWN_VAULT_MCP_GIT_LFS MARKDOWN_VAULT_MCP_FILE_WATCHER MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_S MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOOR MARKDOWN_VAULT_MCP_BOOT_REINDEX MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRET MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKEN MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKEN MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODEL MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENS MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTES MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARS MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUT MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_S MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_S MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_S MARKDOWN_VAULT_MCP_TRANSFER_LEASE_S MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTES MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_S MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_S MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECT

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Setup snippets

Generated from the registry entry. cosmic-mcp has not run or reviewed this server; values in angle brackets are yours to fill in.

Run it locally (pypi)

uvx 'markdown-vault-mcp==6.1.1'

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "markdown-vault-mcp": {
      "args": [
        "markdown-vault-mcp==6.1.1"
      ],
      "command": "uvx",
      "env": {
        "MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS": "<your markdown vault mcp attachment extensions>",
        "MARKDOWN_VAULT_MCP_BOOT_REINDEX": "<your markdown vault mcp boot reindex>",
        "MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_S": "<your markdown vault mcp build timeout s>",
        "MARKDOWN_VAULT_MCP_CHUNKS_PER_FILE": "<your markdown vault mcp chunks per file>",
        "MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDS": "<your markdown vault mcp chunk overlap words>",
        "MARKDOWN_VAULT_MCP_CLIENT_CONFIG": "<your markdown vault mcp client config>",
        "MARKDOWN_VAULT_MCP_CLIENT_TOKEN": "<your markdown vault mcp client token>",
        "MARKDOWN_VAULT_MCP_CONVENTIONS_FILE": "<your markdown vault mcp conventions file>",
        "MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODE": "<your markdown vault mcp default search mode>",
        "MARKDOWN_VAULT_MCP_DISABLE_APPS_UI": "<your markdown vault mcp disable apps ui>",
        "MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_S": "<your markdown vault mcp drain timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH": "<your markdown vault mcp embeddings path>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZE": "<your markdown vault mcp embedding batch size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_DSN": "<your markdown vault mcp embedding postgres dsn>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_POOL_SIZE": "<your markdown vault mcp embedding postgres pool size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_SCHEMA": "<your markdown vault mcp embedding postgres schema>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_STATEMENT_TIMEOUT_S": "<your markdown vault mcp embedding postgres statement timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER": "<your markdown vault mcp embedding provider>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH": "<your markdown vault mcp embedding search>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH_WORKSPACE_MB": "<your markdown vault mcp embedding search workspace mb>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_STORE": "<your markdown vault mcp embedding store>",
        "MARKDOWN_VAULT_MCP_EMBED_CONTEXT": "<your markdown vault mcp embed context>",
        "MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_S": "<your markdown vault mcp embed timeout s>",
        "MARKDOWN_VAULT_MCP_EXCLUDE": "<your markdown vault mcp exclude>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR": "<your markdown vault mcp fastembed cache dir>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_MODEL": "<your markdown vault mcp fastembed model>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER": "<your markdown vault mcp file watcher>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_S": "<your markdown vault mcp file watcher debounce s>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOOR": "<your markdown vault mcp file watcher root floor>",
        "MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS": "<your markdown vault mcp folder weights>",
        "MARKDOWN_VAULT_MCP_FTS_WEIGHTS": "<your markdown vault mcp fts weights>",
        "MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRET": "<your markdown vault mcp github webhook secret>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKEN": "<your markdown vault mcp gitlab webhook secret token>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKEN": "<your markdown vault mcp gitlab webhook signing token>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL": "<your markdown vault mcp git commit email>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM": "<your markdown vault mcp git commit email claim>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME": "<your markdown vault mcp git commit name>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM": "<your markdown vault mcp git commit name claim>",
        "MARKDOWN_VAULT_MCP_GIT_LFS": "<your markdown vault mcp git lfs>",
        "MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S": "<your markdown vault mcp git pull interval s>",
        "MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S": "<your markdown vault mcp git push delay s>",
        "MARKDOWN_VAULT_MCP_GIT_REPO_URL": "<your markdown vault mcp git repo url>",
        "MARKDOWN_VAULT_MCP_GIT_TOKEN": "<your markdown vault mcp git token>",
        "MARKDOWN_VAULT_MCP_GIT_USERNAME": "<your markdown vault mcp git username>",
        "MARKDOWN_VAULT_MCP_INDEXED_FIELDS": "<your markdown vault mcp indexed fields>",
        "MARKDOWN_VAULT_MCP_INDEX_PATH": "<your markdown vault mcp index path>",
        "MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION": "<your markdown vault mcp instance description>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS": "<your markdown vault mcp instructions>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA": "<your markdown vault mcp instructions extra>",
        "MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECT": "<your markdown vault mcp jobs max per subject>",
        "MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_S": "<your markdown vault mcp jobs result ttl s>",
        "MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_S": "<your markdown vault mcp jobs soft deadline s>",
        "MARKDOWN_VAULT_MCP_KV_STORE_URL": "<your markdown vault mcp kv store url>",
        "MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHA": "<your markdown vault mcp length downweight alpha>",
        "MARKDOWN_VAULT_MCP_LOG_FORMAT": "<your markdown vault mcp log format>",
        "MARKDOWN_VAULT_MCP_LOG_LEVEL": "<your markdown vault mcp log level>",
        "MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB": "<your markdown vault mcp max attachment size mb>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS": "<your markdown vault mcp max chunk chars>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDS": "<your markdown vault mcp max chunk words>",
        "MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTES": "<your markdown vault mcp max note read bytes>",
        "MARKDOWN_VAULT_MCP_OKF_MODE": "<your markdown vault mcp okf mode>",
        "MARKDOWN_VAULT_MCP_OKF_VERIFY": "<your markdown vault mcp okf verify>",
        "MARKDOWN_VAULT_MCP_OKF_WRITE": "<your markdown vault mcp okf write>",
        "MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY": "<your markdown vault mcp ollama cpu only>",
        "MARKDOWN_VAULT_MCP_OLLAMA_MODEL": "<your markdown vault mcp ollama model>",
        "MARKDOWN_VAULT_MCP_OPENAI_BASE_URL": "<your markdown vault mcp openai base url>",
        "MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL": "<your markdown vault mcp openai embedding model>",
        "MARKDOWN_VAULT_MCP_PROMPTS_FOLDER": "<your markdown vault mcp prompts folder>",
        "MARKDOWN_VAULT_MCP_READ_ONLY": "<your markdown vault mcp read only>",
        "MARKDOWN_VAULT_MCP_REPORT_UNRESOLVED_LINKS": "<your markdown vault mcp report unresolved links>",
        "MARKDOWN_VAULT_MCP_REQUIRED_FIELDS": "<your markdown vault mcp required fields>",
        "MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS": "<your markdown vault mcp searchable fields>",
        "MARKDOWN_VAULT_MCP_SERVER_NAME": "<your markdown vault mcp server name>",
        "MARKDOWN_VAULT_MCP_SERVER_URL": "<your markdown vault mcp server url>",
        "MARKDOWN_VAULT_MCP_SERVICE_SUBJECTS": "<your markdown vault mcp service subjects>",
        "MARKDOWN_VAULT_MCP_SNIPPET_WORDS": "<your markdown vault mcp snippet words>",
        "MARKDOWN_VAULT_MCP_SOURCE_DIR": "<your markdown vault mcp source dir>",
        "MARKDOWN_VAULT_MCP_STATE_PATH": "<your markdown vault mcp state path>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARS": "<your markdown vault mcp summarize max input chars>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTES": "<your markdown vault mcp summarize max notes>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENS": "<your markdown vault mcp summarize max tokens>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY": "<your markdown vault mcp summarize openai api key>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL": "<your markdown vault mcp summarize openai base url>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODEL": "<your markdown vault mcp summarize openai model>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER": "<your markdown vault mcp summarize provider>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUT": "<your markdown vault mcp summarize timeout>",
        "MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER": "<your markdown vault mcp templates folder>",
        "MARKDOWN_VAULT_MCP_TITLE_FIELD": "<your markdown vault mcp title field>",
        "MARKDOWN_VAULT_MCP_TOOLS_ALLOW": "<your markdown vault mcp tools allow>",
        "MARKDOWN_VAULT_MCP_TOOLS_DENY": "<your markdown vault mcp tools deny>",
        "MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_S": "<your markdown vault mcp transfer grace ttl s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_LEASE_S": "<your markdown vault mcp transfer lease s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTES": "<your markdown vault mcp transfer max upload bytes>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_S": "<your markdown vault mcp transfer ttl default s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_S": "<your markdown vault mcp transfer ttl max s>",
        "MARKDOWN_VAULT_MCP_VOYAGE_MODEL": "<your markdown vault mcp voyage model>",
        "MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTING": "<your markdown vault mcp write protect existing>",
        "OLLAMA_HOST": "<your ollama host>",
        "OPENAI_API_KEY": "<your openai api key>",
        "OPENAI_BASE_URL": "<your openai base url>",
        "OPENAI_EMBEDDING_MODEL": "<your openai embedding model>",
        "VOYAGE_API_KEY": "<your voyage api key>"
      }
    }
  }
}

Claude Code

claude mcp add 'markdown-vault-mcp' -- uvx 'markdown-vault-mcp==6.1.1'

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "markdown-vault-mcp": {
      "args": [
        "markdown-vault-mcp==6.1.1"
      ],
      "command": "uvx",
      "env": {
        "MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS": "<your markdown vault mcp attachment extensions>",
        "MARKDOWN_VAULT_MCP_BOOT_REINDEX": "<your markdown vault mcp boot reindex>",
        "MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_S": "<your markdown vault mcp build timeout s>",
        "MARKDOWN_VAULT_MCP_CHUNKS_PER_FILE": "<your markdown vault mcp chunks per file>",
        "MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDS": "<your markdown vault mcp chunk overlap words>",
        "MARKDOWN_VAULT_MCP_CLIENT_CONFIG": "<your markdown vault mcp client config>",
        "MARKDOWN_VAULT_MCP_CLIENT_TOKEN": "<your markdown vault mcp client token>",
        "MARKDOWN_VAULT_MCP_CONVENTIONS_FILE": "<your markdown vault mcp conventions file>",
        "MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODE": "<your markdown vault mcp default search mode>",
        "MARKDOWN_VAULT_MCP_DISABLE_APPS_UI": "<your markdown vault mcp disable apps ui>",
        "MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_S": "<your markdown vault mcp drain timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH": "<your markdown vault mcp embeddings path>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZE": "<your markdown vault mcp embedding batch size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_DSN": "<your markdown vault mcp embedding postgres dsn>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_POOL_SIZE": "<your markdown vault mcp embedding postgres pool size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_SCHEMA": "<your markdown vault mcp embedding postgres schema>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_STATEMENT_TIMEOUT_S": "<your markdown vault mcp embedding postgres statement timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER": "<your markdown vault mcp embedding provider>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH": "<your markdown vault mcp embedding search>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH_WORKSPACE_MB": "<your markdown vault mcp embedding search workspace mb>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_STORE": "<your markdown vault mcp embedding store>",
        "MARKDOWN_VAULT_MCP_EMBED_CONTEXT": "<your markdown vault mcp embed context>",
        "MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_S": "<your markdown vault mcp embed timeout s>",
        "MARKDOWN_VAULT_MCP_EXCLUDE": "<your markdown vault mcp exclude>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR": "<your markdown vault mcp fastembed cache dir>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_MODEL": "<your markdown vault mcp fastembed model>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER": "<your markdown vault mcp file watcher>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_S": "<your markdown vault mcp file watcher debounce s>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOOR": "<your markdown vault mcp file watcher root floor>",
        "MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS": "<your markdown vault mcp folder weights>",
        "MARKDOWN_VAULT_MCP_FTS_WEIGHTS": "<your markdown vault mcp fts weights>",
        "MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRET": "<your markdown vault mcp github webhook secret>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKEN": "<your markdown vault mcp gitlab webhook secret token>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKEN": "<your markdown vault mcp gitlab webhook signing token>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL": "<your markdown vault mcp git commit email>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM": "<your markdown vault mcp git commit email claim>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME": "<your markdown vault mcp git commit name>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM": "<your markdown vault mcp git commit name claim>",
        "MARKDOWN_VAULT_MCP_GIT_LFS": "<your markdown vault mcp git lfs>",
        "MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S": "<your markdown vault mcp git pull interval s>",
        "MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S": "<your markdown vault mcp git push delay s>",
        "MARKDOWN_VAULT_MCP_GIT_REPO_URL": "<your markdown vault mcp git repo url>",
        "MARKDOWN_VAULT_MCP_GIT_TOKEN": "<your markdown vault mcp git token>",
        "MARKDOWN_VAULT_MCP_GIT_USERNAME": "<your markdown vault mcp git username>",
        "MARKDOWN_VAULT_MCP_INDEXED_FIELDS": "<your markdown vault mcp indexed fields>",
        "MARKDOWN_VAULT_MCP_INDEX_PATH": "<your markdown vault mcp index path>",
        "MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION": "<your markdown vault mcp instance description>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS": "<your markdown vault mcp instructions>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA": "<your markdown vault mcp instructions extra>",
        "MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECT": "<your markdown vault mcp jobs max per subject>",
        "MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_S": "<your markdown vault mcp jobs result ttl s>",
        "MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_S": "<your markdown vault mcp jobs soft deadline s>",
        "MARKDOWN_VAULT_MCP_KV_STORE_URL": "<your markdown vault mcp kv store url>",
        "MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHA": "<your markdown vault mcp length downweight alpha>",
        "MARKDOWN_VAULT_MCP_LOG_FORMAT": "<your markdown vault mcp log format>",
        "MARKDOWN_VAULT_MCP_LOG_LEVEL": "<your markdown vault mcp log level>",
        "MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB": "<your markdown vault mcp max attachment size mb>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS": "<your markdown vault mcp max chunk chars>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDS": "<your markdown vault mcp max chunk words>",
        "MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTES": "<your markdown vault mcp max note read bytes>",
        "MARKDOWN_VAULT_MCP_OKF_MODE": "<your markdown vault mcp okf mode>",
        "MARKDOWN_VAULT_MCP_OKF_VERIFY": "<your markdown vault mcp okf verify>",
        "MARKDOWN_VAULT_MCP_OKF_WRITE": "<your markdown vault mcp okf write>",
        "MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY": "<your markdown vault mcp ollama cpu only>",
        "MARKDOWN_VAULT_MCP_OLLAMA_MODEL": "<your markdown vault mcp ollama model>",
        "MARKDOWN_VAULT_MCP_OPENAI_BASE_URL": "<your markdown vault mcp openai base url>",
        "MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL": "<your markdown vault mcp openai embedding model>",
        "MARKDOWN_VAULT_MCP_PROMPTS_FOLDER": "<your markdown vault mcp prompts folder>",
        "MARKDOWN_VAULT_MCP_READ_ONLY": "<your markdown vault mcp read only>",
        "MARKDOWN_VAULT_MCP_REPORT_UNRESOLVED_LINKS": "<your markdown vault mcp report unresolved links>",
        "MARKDOWN_VAULT_MCP_REQUIRED_FIELDS": "<your markdown vault mcp required fields>",
        "MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS": "<your markdown vault mcp searchable fields>",
        "MARKDOWN_VAULT_MCP_SERVER_NAME": "<your markdown vault mcp server name>",
        "MARKDOWN_VAULT_MCP_SERVER_URL": "<your markdown vault mcp server url>",
        "MARKDOWN_VAULT_MCP_SERVICE_SUBJECTS": "<your markdown vault mcp service subjects>",
        "MARKDOWN_VAULT_MCP_SNIPPET_WORDS": "<your markdown vault mcp snippet words>",
        "MARKDOWN_VAULT_MCP_SOURCE_DIR": "<your markdown vault mcp source dir>",
        "MARKDOWN_VAULT_MCP_STATE_PATH": "<your markdown vault mcp state path>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARS": "<your markdown vault mcp summarize max input chars>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTES": "<your markdown vault mcp summarize max notes>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENS": "<your markdown vault mcp summarize max tokens>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY": "<your markdown vault mcp summarize openai api key>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL": "<your markdown vault mcp summarize openai base url>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODEL": "<your markdown vault mcp summarize openai model>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER": "<your markdown vault mcp summarize provider>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUT": "<your markdown vault mcp summarize timeout>",
        "MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER": "<your markdown vault mcp templates folder>",
        "MARKDOWN_VAULT_MCP_TITLE_FIELD": "<your markdown vault mcp title field>",
        "MARKDOWN_VAULT_MCP_TOOLS_ALLOW": "<your markdown vault mcp tools allow>",
        "MARKDOWN_VAULT_MCP_TOOLS_DENY": "<your markdown vault mcp tools deny>",
        "MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_S": "<your markdown vault mcp transfer grace ttl s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_LEASE_S": "<your markdown vault mcp transfer lease s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTES": "<your markdown vault mcp transfer max upload bytes>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_S": "<your markdown vault mcp transfer ttl default s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_S": "<your markdown vault mcp transfer ttl max s>",
        "MARKDOWN_VAULT_MCP_VOYAGE_MODEL": "<your markdown vault mcp voyage model>",
        "MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTING": "<your markdown vault mcp write protect existing>",
        "OLLAMA_HOST": "<your ollama host>",
        "OPENAI_API_KEY": "<your openai api key>",
        "OPENAI_BASE_URL": "<your openai base url>",
        "OPENAI_EMBEDDING_MODEL": "<your openai embedding model>",
        "VOYAGE_API_KEY": "<your voyage api key>"
      }
    }
  }
}

VS Code (.vscode/mcp.json)

{
  "servers": {
    "markdown-vault-mcp": {
      "args": [
        "markdown-vault-mcp==6.1.1"
      ],
      "command": "uvx",
      "env": {
        "MARKDOWN_VAULT_MCP_ATTACHMENT_EXTENSIONS": "<your markdown vault mcp attachment extensions>",
        "MARKDOWN_VAULT_MCP_BOOT_REINDEX": "<your markdown vault mcp boot reindex>",
        "MARKDOWN_VAULT_MCP_BUILD_TIMEOUT_S": "<your markdown vault mcp build timeout s>",
        "MARKDOWN_VAULT_MCP_CHUNKS_PER_FILE": "<your markdown vault mcp chunks per file>",
        "MARKDOWN_VAULT_MCP_CHUNK_OVERLAP_WORDS": "<your markdown vault mcp chunk overlap words>",
        "MARKDOWN_VAULT_MCP_CLIENT_CONFIG": "<your markdown vault mcp client config>",
        "MARKDOWN_VAULT_MCP_CLIENT_TOKEN": "<your markdown vault mcp client token>",
        "MARKDOWN_VAULT_MCP_CONVENTIONS_FILE": "<your markdown vault mcp conventions file>",
        "MARKDOWN_VAULT_MCP_DEFAULT_SEARCH_MODE": "<your markdown vault mcp default search mode>",
        "MARKDOWN_VAULT_MCP_DISABLE_APPS_UI": "<your markdown vault mcp disable apps ui>",
        "MARKDOWN_VAULT_MCP_DRAIN_TIMEOUT_S": "<your markdown vault mcp drain timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDINGS_PATH": "<your markdown vault mcp embeddings path>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_BATCH_SIZE": "<your markdown vault mcp embedding batch size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_DSN": "<your markdown vault mcp embedding postgres dsn>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_POOL_SIZE": "<your markdown vault mcp embedding postgres pool size>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_SCHEMA": "<your markdown vault mcp embedding postgres schema>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_POSTGRES_STATEMENT_TIMEOUT_S": "<your markdown vault mcp embedding postgres statement timeout s>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_PROVIDER": "<your markdown vault mcp embedding provider>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH": "<your markdown vault mcp embedding search>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_SEARCH_WORKSPACE_MB": "<your markdown vault mcp embedding search workspace mb>",
        "MARKDOWN_VAULT_MCP_EMBEDDING_STORE": "<your markdown vault mcp embedding store>",
        "MARKDOWN_VAULT_MCP_EMBED_CONTEXT": "<your markdown vault mcp embed context>",
        "MARKDOWN_VAULT_MCP_EMBED_TIMEOUT_S": "<your markdown vault mcp embed timeout s>",
        "MARKDOWN_VAULT_MCP_EXCLUDE": "<your markdown vault mcp exclude>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_CACHE_DIR": "<your markdown vault mcp fastembed cache dir>",
        "MARKDOWN_VAULT_MCP_FASTEMBED_MODEL": "<your markdown vault mcp fastembed model>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER": "<your markdown vault mcp file watcher>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_DEBOUNCE_S": "<your markdown vault mcp file watcher debounce s>",
        "MARKDOWN_VAULT_MCP_FILE_WATCHER_ROOT_FLOOR": "<your markdown vault mcp file watcher root floor>",
        "MARKDOWN_VAULT_MCP_FOLDER_WEIGHTS": "<your markdown vault mcp folder weights>",
        "MARKDOWN_VAULT_MCP_FTS_WEIGHTS": "<your markdown vault mcp fts weights>",
        "MARKDOWN_VAULT_MCP_GITHUB_WEBHOOK_SECRET": "<your markdown vault mcp github webhook secret>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SECRET_TOKEN": "<your markdown vault mcp gitlab webhook secret token>",
        "MARKDOWN_VAULT_MCP_GITLAB_WEBHOOK_SIGNING_TOKEN": "<your markdown vault mcp gitlab webhook signing token>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL": "<your markdown vault mcp git commit email>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_EMAIL_CLAIM": "<your markdown vault mcp git commit email claim>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME": "<your markdown vault mcp git commit name>",
        "MARKDOWN_VAULT_MCP_GIT_COMMIT_NAME_CLAIM": "<your markdown vault mcp git commit name claim>",
        "MARKDOWN_VAULT_MCP_GIT_LFS": "<your markdown vault mcp git lfs>",
        "MARKDOWN_VAULT_MCP_GIT_PULL_INTERVAL_S": "<your markdown vault mcp git pull interval s>",
        "MARKDOWN_VAULT_MCP_GIT_PUSH_DELAY_S": "<your markdown vault mcp git push delay s>",
        "MARKDOWN_VAULT_MCP_GIT_REPO_URL": "<your markdown vault mcp git repo url>",
        "MARKDOWN_VAULT_MCP_GIT_TOKEN": "<your markdown vault mcp git token>",
        "MARKDOWN_VAULT_MCP_GIT_USERNAME": "<your markdown vault mcp git username>",
        "MARKDOWN_VAULT_MCP_INDEXED_FIELDS": "<your markdown vault mcp indexed fields>",
        "MARKDOWN_VAULT_MCP_INDEX_PATH": "<your markdown vault mcp index path>",
        "MARKDOWN_VAULT_MCP_INSTANCE_DESCRIPTION": "<your markdown vault mcp instance description>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS": "<your markdown vault mcp instructions>",
        "MARKDOWN_VAULT_MCP_INSTRUCTIONS_EXTRA": "<your markdown vault mcp instructions extra>",
        "MARKDOWN_VAULT_MCP_JOBS_MAX_PER_SUBJECT": "<your markdown vault mcp jobs max per subject>",
        "MARKDOWN_VAULT_MCP_JOBS_RESULT_TTL_S": "<your markdown vault mcp jobs result ttl s>",
        "MARKDOWN_VAULT_MCP_JOBS_SOFT_DEADLINE_S": "<your markdown vault mcp jobs soft deadline s>",
        "MARKDOWN_VAULT_MCP_KV_STORE_URL": "<your markdown vault mcp kv store url>",
        "MARKDOWN_VAULT_MCP_LENGTH_DOWNWEIGHT_ALPHA": "<your markdown vault mcp length downweight alpha>",
        "MARKDOWN_VAULT_MCP_LOG_FORMAT": "<your markdown vault mcp log format>",
        "MARKDOWN_VAULT_MCP_LOG_LEVEL": "<your markdown vault mcp log level>",
        "MARKDOWN_VAULT_MCP_MAX_ATTACHMENT_SIZE_MB": "<your markdown vault mcp max attachment size mb>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_CHARS": "<your markdown vault mcp max chunk chars>",
        "MARKDOWN_VAULT_MCP_MAX_CHUNK_WORDS": "<your markdown vault mcp max chunk words>",
        "MARKDOWN_VAULT_MCP_MAX_NOTE_READ_BYTES": "<your markdown vault mcp max note read bytes>",
        "MARKDOWN_VAULT_MCP_OKF_MODE": "<your markdown vault mcp okf mode>",
        "MARKDOWN_VAULT_MCP_OKF_VERIFY": "<your markdown vault mcp okf verify>",
        "MARKDOWN_VAULT_MCP_OKF_WRITE": "<your markdown vault mcp okf write>",
        "MARKDOWN_VAULT_MCP_OLLAMA_CPU_ONLY": "<your markdown vault mcp ollama cpu only>",
        "MARKDOWN_VAULT_MCP_OLLAMA_MODEL": "<your markdown vault mcp ollama model>",
        "MARKDOWN_VAULT_MCP_OPENAI_BASE_URL": "<your markdown vault mcp openai base url>",
        "MARKDOWN_VAULT_MCP_OPENAI_EMBEDDING_MODEL": "<your markdown vault mcp openai embedding model>",
        "MARKDOWN_VAULT_MCP_PROMPTS_FOLDER": "<your markdown vault mcp prompts folder>",
        "MARKDOWN_VAULT_MCP_READ_ONLY": "<your markdown vault mcp read only>",
        "MARKDOWN_VAULT_MCP_REPORT_UNRESOLVED_LINKS": "<your markdown vault mcp report unresolved links>",
        "MARKDOWN_VAULT_MCP_REQUIRED_FIELDS": "<your markdown vault mcp required fields>",
        "MARKDOWN_VAULT_MCP_SEARCHABLE_FIELDS": "<your markdown vault mcp searchable fields>",
        "MARKDOWN_VAULT_MCP_SERVER_NAME": "<your markdown vault mcp server name>",
        "MARKDOWN_VAULT_MCP_SERVER_URL": "<your markdown vault mcp server url>",
        "MARKDOWN_VAULT_MCP_SERVICE_SUBJECTS": "<your markdown vault mcp service subjects>",
        "MARKDOWN_VAULT_MCP_SNIPPET_WORDS": "<your markdown vault mcp snippet words>",
        "MARKDOWN_VAULT_MCP_SOURCE_DIR": "<your markdown vault mcp source dir>",
        "MARKDOWN_VAULT_MCP_STATE_PATH": "<your markdown vault mcp state path>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_INPUT_CHARS": "<your markdown vault mcp summarize max input chars>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_NOTES": "<your markdown vault mcp summarize max notes>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_MAX_TOKENS": "<your markdown vault mcp summarize max tokens>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_API_KEY": "<your markdown vault mcp summarize openai api key>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_BASE_URL": "<your markdown vault mcp summarize openai base url>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_OPENAI_MODEL": "<your markdown vault mcp summarize openai model>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_PROVIDER": "<your markdown vault mcp summarize provider>",
        "MARKDOWN_VAULT_MCP_SUMMARIZE_TIMEOUT": "<your markdown vault mcp summarize timeout>",
        "MARKDOWN_VAULT_MCP_TEMPLATES_FOLDER": "<your markdown vault mcp templates folder>",
        "MARKDOWN_VAULT_MCP_TITLE_FIELD": "<your markdown vault mcp title field>",
        "MARKDOWN_VAULT_MCP_TOOLS_ALLOW": "<your markdown vault mcp tools allow>",
        "MARKDOWN_VAULT_MCP_TOOLS_DENY": "<your markdown vault mcp tools deny>",
        "MARKDOWN_VAULT_MCP_TRANSFER_GRACE_TTL_S": "<your markdown vault mcp transfer grace ttl s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_LEASE_S": "<your markdown vault mcp transfer lease s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_MAX_UPLOAD_BYTES": "<your markdown vault mcp transfer max upload bytes>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_DEFAULT_S": "<your markdown vault mcp transfer ttl default s>",
        "MARKDOWN_VAULT_MCP_TRANSFER_TTL_MAX_S": "<your markdown vault mcp transfer ttl max s>",
        "MARKDOWN_VAULT_MCP_VOYAGE_MODEL": "<your markdown vault mcp voyage model>",
        "MARKDOWN_VAULT_MCP_WRITE_PROTECT_EXISTING": "<your markdown vault mcp write protect existing>",
        "OLLAMA_HOST": "<your ollama host>",
        "OPENAI_API_KEY": "<your openai api key>",
        "OPENAI_BASE_URL": "<your openai base url>",
        "OPENAI_EMBEDDING_MODEL": "<your openai embedding model>",
        "VOYAGE_API_KEY": "<your voyage api key>"
      },
      "type": "stdio"
    }
  }
}

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