Field-by-field comparison

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MCPs in this comparison

Codebase MemoryMCPVault for Obsidian

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Comparable alternatives

Azure MCP ServerMCP100 SelectedChrome DevTools MCPMCP100 SelectedContext7 MCPMCP100 SelectedFirecrawl MCPMCP100 SelectedGrafana Cloud MCPMCP100 SelectedGoogle MCP Toolbox for DatabasesMCP100 Selected

Shown only when capability or industry context overlaps.

Side-by-side MCP evidence comparison
Evidence field	Codebase MemoryMCP100 Selected	MCPVault for ObsidianMCP100 Selected
Task fit
Best for	Repository indexing, symbol search, call-path tracing, impact analysis, and architecture queries across many languages	Obsidian users who want local search and supervised note maintenance Vaults protected by version control or reliable backups Users able to expose only a dedicated, bounded vault
Not ideal for	Tiny repositories, one-off text searches, or semantic questions unsupported by the indexed parsers	Unbacked-up personal knowledge bases Read-only research where a simpler filesystem search is sufficient Enterprise knowledge requiring centralized authorization and audit controls
Avoid when	The source tree cannot be indexed locally or persistent cache files are prohibited	The vault contains secrets, regulated data, or material that cannot reach the selected AI provider Write, move, and delete tools cannot be confirmed by a human The vault path cannot be narrowed to a dedicated directory
Provenance
Provenance details	Community implementation io.github.DeusData · Publisher source ↗	Community implementation BitBonsai · Publisher source ↗
Maintenance
Maintenance details	Repo: Aug 14, 2026 Package: Aug 14, 2026	Repo: Aug 13, 2026 Package: Aug 9, 2026
Popularity evidence
GitHub stars	38,935 GitHub stars · checked 2026-08-14T18:46:26.000Z	1,613 GitHub stars · checked 2026-08-14T18:46:26.000Z
30-day package downloads	28,015 30-day package downloads · checked 2026-08-14T18:46:26.000Z	64,139 30-day package downloads · checked 2026-08-14T18:46:26.000Z
External adoption evidence	github: repository stars: 38,935Exact attributable signal.github: repository stars · Admission snapshot · checked 2026-08-14T18:46:26.000ZEvidence source ↗	github: repository stars: 1,613Exact attributable signal.github: repository stars · Admission snapshot · checked 2026-08-14T18:46:26.000ZEvidence source ↗
Client coverage
Client coverage details	Claude Code✓ Local stdio Claude Desktop✓ Local stdio Codex✓ Local stdio VS Code✓ Local stdio Cursor✓ Local stdio OpenCode✓ Local stdio	Claude Code✓ Local stdio Claude Desktop✓ Local stdio Codex✓ Local stdio VS Code✓ Local stdio Cursor✓ Local stdio OpenCode✓ Local stdio
Client coverage note	Local stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
Authentication	No authentication or API key is documented for local stdio. CBM_ALLOWED_ROOT is an optional filesystem containment control; no containment is imposed when it is unset.	None at the local stdio layer.
Cost	The MIT-licensed native software lists no service fee. Local storage and package-manager costs are separate.	MCPVault is MIT licensed and free to run locally. MCP-host, model, backup, and storage costs remain.
Permissions	Indexes repositories, queries code and graphs, performs architecture and impact analysis, manages ADRs and watchers, deletes projects, and writes agent configuration, instruction, Skill, and hook files.	The server has filesystem read and write access within the supplied vault root, including note creation, overwrite or patch, frontmatter changes, moves, tags, and deletion. Operating-system permissions and the configured vault path are the primary boundary.
Data handling	The publisher says processing is local and code does not leave the machine. Indexes, embeddings, memories, SQLite data, and logs persist under the local CBM cache directory.	Vault content and metadata are read locally and returned to the MCP client and model. Changes are written directly to local files. MCPVault states that it does not receive, store, or transmit vault data, while the selected AI provider still processes content sent by the client.
Limitations
Tradeoffs	Persistent indexing can reduce repeated reads, but consumes local storage and graph results can become stale until the repository is re-indexed.	Local stdio avoids a hosted MCP service, but note contents still enter the MCP host and model context. Frontmatter-aware writes are more useful than generic file access but increase integrity risk. npx makes setup simple, while stricter environments may prefer a pinned and reviewed package version.
Risk context	Indexing can capture sensitive files, while persistent graph data and installer/configuration writes expand local exposure. Set CBM_ALLOWED_ROOT, protect the cache, and use explicit project paths.	A selected vault can contain a large body of private knowledge, and write tools can overwrite, move, or delete it. Use a dedicated vault, reliable backups or version control, an absolute path, a reviewed package version, and explicit approval for writes.
Evidence date
Editorial review	2026-08-11	2026-07-24
Candidate evidence	2026-08-14T18:46:26.000Z	2026-08-14T18:46:26.000Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

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