head to head · open source
codebase-memory-mcp vs ToolJet
codebase-memory-mcp has 48,082 GitHub stars, 3,959 forks, 552 open issues and last shipped yesterday. ToolJet has 41,187 stars, 5,511 forks, 1,204 open issues and last shipped today. codebase-memory-mcp leads on adoption by 17% (48,082 vs 41,187 stars). codebase-memory-mcp is written in C under MIT; ToolJet is written in HTML under AGPL-3.0. codebase-memory-mcp has attracted 8% as many forks as stars, ToolJet 13%. ToolJet was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| codebase-memory-mcp | ToolJet | |
|---|---|---|
| GitHub stars | ★ 48K | ★ 41K |
| License | MIT | AGPL-3.0 |
| Written in | C | HTML |
| Last push | 2026-11-03 | 2026-11-04 |
| Forks | ⑂ 4.0K | ⑂ 5.5K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick codebase-memory-mcp if
- You weight community size — 48K stars and counting
- You want the MIT license terms
- Your stack matches C
- You value the larger contributor base for long-term maintenance
pick ToolJet if
- You want the ToolJet feature set and don't need the biggest community
- You prefer the AGPL-3.0 license terms
- Your stack matches HTML
- You evaluated both and ToolJet fits your workflow better
About codebase-memory-mcp
codebase memory mcp: local code intelligence for AI agents via MCP Understand your repository, from source code to the systems around it. codebase memory mcp is an MCP server that connects code, documentation, configuration, and infrastructure in a persistent local knowledge graph. Use it to find an unfamiliar feature, follow a call across services, trace a deployment back to its source, or assess which parts of a project a change could affect. Give your coding agent structural context through Model Context Protocol (MCP), or query the graph directly from the CLI. The MCP server is the core of the project. Its…
read the full codebase-memory-mcp overview →
About ToolJet
ToolJet is an open source platform for building internal tools: admin panels, dashboards, and operational apps that run on your existing databases, APIs, and SaaS systems. Build them by prompting. ToolJet AI turns a description into pages, queries, and components, and the coding agent you already use can do the same through ToolJet's MCP server. Agents build against ToolJet's real component and data contracts rather than emitting free form code, so what you get is an actual ToolJet app: one your team keeps editing in the visual builder, under the same permissions, environments, and version history as everything…
read the full ToolJet overview →
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Frequently asked questions
Is codebase-memory-mcp or ToolJet more popular?
codebase-memory-mcp has 48,082 GitHub stars and ToolJet has 41,187. codebase-memory-mcp has the larger community by that measure.
Are codebase-memory-mcp and ToolJet free?
Both are open source. codebase-memory-mcp is licensed under MIT and ToolJet under AGPL-3.0. Neither carries a licence fee.
What is the difference between codebase-memory-mcp and ToolJet?
codebase-memory-mcp is written in C and ToolJet in HTML. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, codebase-memory-mcp or ToolJet?
Choose codebase-memory-mcp if you want the larger community (48,082 stars) or its MIT licence terms. Choose ToolJet if its feature set, stack or AGPL-3.0 licence fits better. Both are self-hostable.