Field-by-field comparison

Compare the evidence before choosing an MCP.

Each signal stays separate, missing facts remain visible, and the column order follows your selection.

MCPs in this comparison

DoiT MCP ServerCodebase Memory MCP

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Comparable alternatives

Azure MCP ServerMCP100 RecommendedChrome DevTools MCPMCP100 RecommendedContext7 MCPMCP100 RecommendedGrafana Cloud MCPMCP100 RecommendedGoogle MCP Toolbox for DatabasesMCP100 RecommendedPlaywright MCPMCP100 Recommended

Shown only when capability or industry context overlaps.

Side-by-side MCP evidence comparison
Evidence field	DoiT MCP ServerShortlist candidate	Codebase Memory MCPMCP100 Recommended
Task fit
Best for	Analyze cloud spend, FinOps data and DoiT platform information from MCP clients Analyze cloud spend, FinOps data and DoiT platform information from MCP clients.	Repository indexing, symbol search, call-path tracing, impact analysis, and architecture queries across many languages
Not ideal for	Cloud-cost and billing data can be commercially sensitive. Access follows DoiT API permissions; use scoped identities and avoid exposing personal API tokens in prompts or repositories.	Tiny repositories, one-off text searches, or semantic questions unsupported by the indexed parsers
Avoid when	Cloud-cost and billing data can be commercially sensitive. Access follows DoiT API permissions; use scoped identities and avoid exposing personal API tokens in prompts or repositories.	The source tree cannot be indexed locally or persistent cache files are prohibited
Provenance
Provenance details	First-party MCP DoiT · Publisher source ↗	First-party MCP DeusData · Publisher source ↗
Maintenance
Maintenance details	Repo: Not documented Package: Not documented	Repo: Aug 14, 2026 Package: Aug 14, 2026
Popularity evidence
GitHub stars	13 GitHub stars · checked 2026-10-20	44,904 GitHub stars · checked 2026-09-25T18:35:00Z
Package downloads / 30 days	6,935 package downloads / 30 days · checked 2026-10-20	28,000 package downloads / 30 days · checked 2026-08-14T00:00:00.000Z
External adoption evidence	Not documented	npm: package downloads: 28,015Exact attributable signal.npm: package downloads · Rolling 30 days · checked 2026-08-14T18:46:26.000ZEvidence source ↗
Client coverage
Client coverage details	Not documented	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	OAuth for the hosted Streamable HTTP endpoint; headless remote clients can use a customer personal API token as Bearer auth; local stdio uses `DOIT_API_KEY`.	local stdio; no remote auth needed
Cost	The user's DoiT plan must include API access; no separate MCP-specific price is stated in the reviewed repository.	none beyond local resources
Permissions	Tools follow the same permissions as the DoiT API identity/token. The user's DoiT plan must include API access.	reads indexed source/project data; installer writes supported agent/editor configs/hooks
Data handling	Tools can retrieve commercially sensitive cloud-cost, invoice, anomaly, and account data. The local server emits payload-free response metrics that exclude tool arguments and response bodies.	local processing; current docs state no source/index/query/env/telemetry upload
Limitations
Tradeoffs	Shortlist evidence is sufficient for identity, setup and task value; authenticated runtime tool-schema measurement and exhaustive security certification remain out of scope.	Persistent indexing can reduce repeated reads, but consumes local storage and graph results can become stale until the repository is re-indexed. Version 0.10.8 includes correctness and reliability fixes affecting graph/search results and Windows behavior.
Risk context	The server includes generated/handwritten DoiT API tools and can perform writes where the DoiT API permits them. Cloud-cost and billing data is commercially sensitive.	latest 0.10.x supported; SLSA/Sigstore/checksums/VirusTotal/security policy
Evidence date
Editorial review	2026-10-19	2026-09-23
Candidate evidence	2026-10-20	2026-09-25T18:35:00Z

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

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