Comparison
codebase-memory-mcp vs prompts.chat
Verdict
Pick codebase-memory-mcp when codebase-memory-mcp is primarily C; prompts.chat is HTML; pick prompts.chat when prompts.chat is primarily HTML; codebase-memory-mcp is C.
Markdown twin · codebase-memory-mcp alternatives · prompts.chat alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | codebase-memory-mcp | prompts.chat |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- codebase-memory-mcp
- High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary
- prompts.chat
- Share, discover, and collect prompts from the community
Stars
- codebase-memory-mcp
- 30k
- prompts.chat
- 165k
Forks
- codebase-memory-mcp
- 2.4k
- prompts.chat
- 21k
Open issues
- codebase-memory-mcp
- 223
- prompts.chat
- 60
Language
- codebase-memory-mcp
- C
- prompts.chat
- HTML
Adopt for
- codebase-memory-mcp
- -
- prompts.chat
- Critical decision points for evaluating `prompts.chat`
Persona
- codebase-memory-mcp
- -
- prompts.chat
- -
Runtime
- codebase-memory-mcp
- -
- prompts.chat
- -
License
- codebase-memory-mcp
- MIT
- prompts.chat
- Other
Last pushed
- codebase-memory-mcp
- Jul 11, 2026
- prompts.chat
- Jul 11, 2026
Categories
- codebase-memory-mcp
- LLM Frameworks, Developer Tools
- prompts.chat
- LLM Frameworks, Developer Tools
Trust and health
Open issues (now)
- codebase-memory-mcp
- 223
- prompts.chat
- 60
Security scan
- codebase-memory-mcp
- No MCP manifest
- prompts.chat
- No lockfile
Full report
- codebase-memory-mcp
- Trust report
- prompts.chat
- Trust report
Choose codebase-memory-mcp if…
- codebase-memory-mcp is primarily C; prompts.chat is HTML.
- License: codebase-memory-mcp is MIT, prompts.chat is Other.
- Tags unique to codebase-memory-mcp: code-intelligence, ast, codex, cypher.
When NOT to use codebase-memory-mcp
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose prompts.chat if…
- prompts.chat is primarily HTML; codebase-memory-mcp is C.
- License: prompts.chat is Other, codebase-memory-mcp is MIT.
- Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini.
- Critical decision points for evaluating `prompts.chat`
When NOT to use prompts.chat
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (DeusData/codebase-memory-mcp) · observed Jul 11, 2026
- GitHub forks (DeusData/codebase-memory-mcp) · observed Jul 11, 2026
- Last push (DeusData/codebase-memory-mcp) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (f/prompts.chat) · observed Jul 11, 2026
- GitHub forks (f/prompts.chat) · observed Jul 11, 2026
- Last push (f/prompts.chat) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: codebase-memory-mcp 30k · prompts.chat 165k (synced Jul 11, 2026).
Common questions
- What is the difference between codebase-memory-mcp and prompts.chat?
- codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary. prompts.chat: Share, discover, and collect prompts from the community. See the comparison table for live GitHub stats and shared categories.
- When should I choose codebase-memory-mcp over prompts.chat?
- Choose codebase-memory-mcp over prompts.chat when codebase-memory-mcp is primarily C; prompts.chat is HTML; License: codebase-memory-mcp is MIT, prompts.chat is Other; Tags unique to codebase-memory-mcp: code-intelligence, ast, codex, cypher.
- When should I choose prompts.chat over codebase-memory-mcp?
- Choose prompts.chat over codebase-memory-mcp when prompts.chat is primarily HTML; codebase-memory-mcp is C; License: prompts.chat is Other, codebase-memory-mcp is MIT; Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini; Critical decision points for evaluating
prompts.chat. - When should I avoid codebase-memory-mcp?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid prompts.chat?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is codebase-memory-mcp or prompts.chat more popular on GitHub?
- prompts.chat has more GitHub stars (165,372 vs 29,913). Stars measure visibility, not whether either tool fits your constraints.
- Are codebase-memory-mcp and prompts.chat open source?
- Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, prompts.chat: Other).
- Where can I find alternatives to codebase-memory-mcp or prompts.chat?
- GraphCanon lists graph-backed alternatives at codebase-memory-mcp alternatives and prompts.chat alternatives (codebase-memory-mcp markdown twin, prompts.chat markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, codebase-memory-mcp or prompts.chat?
- codebase-memory-mcp: Very active. prompts.chat: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for codebase-memory-mcp and prompts.chat?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: codebase-memory-mcp trust report; prompts.chat trust report.