Memforge Memory MCP server
by volsier·
io.github.volsier/memforge-memory·v1.0.1·2 starsTeam engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.
C69/100grade C
Adoption
New
2 stars13 downloads/wk
Reviews
Write oneNobody has reviewed Memforge Memory yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
Memforge Memory tools
No tool declarations could be read from the package source. They show once the server is installed.
Public scan report
scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it
no findings
- Code scan129 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitystatic API keys via environment variables6/15
- Maintenancelast push 94 days ago8/15
- Maintainer identitynamespace and repository owner differ; GitHub account older than a year6/10
Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON
How Memforge Memory compares
Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 69/100
- higher than 35% of 3,470 Web search servers
- GitHub stars
- 2
- more than 70% of 1,786 Web search servers
- Downloads a week
- 13
- more than 3% of 827 Web search servers with a package
Install Memforge Memory in Claude Code, Cursor or VS Code
Runs npx -y @memforgeai/memory-service on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add memforge-memory -- npx -y @memforgeai/memory-service
Memforge Memory: common questions
- Is Memforge Memory MCP server safe?
- With care: it is graded C, so read the findings first (69/100). Read the Memforge Memory safety report
- How do I install Memforge Memory?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Memforge Memory need an API key?
- Yes. The registry entry asks for
OPENAI_API_KEY. - Is Memforge Memory maintained?
- The last commit was 131 days ago (2026-06-26). The latest release is v1.0.1.
- What can I use instead of Memforge Memory?
- Servers from other publishers that do the same job: Misakanet MCP server, Marm MCP server and Shodh Memory MCP server.
- How does Memforge Memory compare with other Web search MCP servers?
- safety score 69/100 (higher than 35% of 3,470 Web search servers); github stars 2 (more than 70% of 1,786 Web search servers); downloads a week 13 (more than 3% of 827 Web search servers with a package). Full comparison.
Alternatives to Memforge Memory
Same job from other publishers: the closest match first, then the best rated.
- MisakanetFailure-memory layer for coding agents: search evidence-rated failure lessons by error text.not reviewedEstablishedA
- MarmUniversal MCP Server with advanced AI memory capabilities and semantic search.not reviewedEstablishedA
Shodh MemoryCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.not reviewedEstablishedC- DocumentationLocal-first document management and semantic search for AI coding agentsnot reviewedEstablishedA
- OctobrainPersistent memory for AI assistants with semantic search and knowledge graph relationships.not reviewedGrowingA