nsaf-mcp-server
nsaf-mcp-server is an MCP server, listed under model apis. It reaches anthropic, google, jwt, openai and redis. It needs ANTHROPIC_API_KEY, DATABASE_PASSWORD, GOOGLE_API_KEY, JWT_SECRET, OPENAI_API_KEY and REDIS_PASSWORD to authenticate. Its repository has 3 GitHub stars; we last read it on 2026-10-22.
The nsaf-mcp-server integrates neural, symbolic, and autonomous learning methods to build self-designing AI agents using Generative Architecture Models.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. nsaf-mcp-server’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative Architecture Models.
nsaf-mcp-server compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| nsaf-mcp-server (this page) | anthropic, google, jwt, openai, redis | ANTHROPIC_API_KEY, DATABASE_PASSWORD, GOOGLE_API_KEY, JWT_SECRET, OPENAI_API_KEY, REDIS_PASSWORD | 3 | 2025-11-26 | — |
| agent-fleet-o | anthropic, google, openai, typesafe(3 shared) | ANTHROPIC_API_KEY, DB_PASSWORD, GOOGLE_AI_API_KEY, OPENAI_API_KEY, OP_SERVICE_ACCOUNT_TOKEN, TYPESAFE_API_KEY | 76 | 2026-10-20 | AGPL-3.0 |
| mcp-anywhere | anthropic, github, google, jwt(3 shared) | ANTHROPIC_API_KEY, GITHUB_TOKEN, GOOGLE_OAUTH_CLIENT_SECRET, JWT_SECRET_KEY, SECRET_KEY | 48 | 2026-10-26 | MIT |
| Promptheus | anthropic, google, openai(3 shared) | ANTHROPIC_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 17 | 2026-10-13 | MIT |
| paperbanana | atlascloud, google, openai(2 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(2 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
Ranked by services in common with nsaf-mcp-server, then by stars. Figures are from each repository when we last read it.
Common questions about nsaf-mcp-server
- What does nsaf-mcp-server do?
- The nsaf-mcp-server integrates neural, symbolic, and autonomous learning methods to build self-designing AI agents using Generative Architecture Models.
- How do I install nsaf-mcp-server?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/ariunbolor/nsaf-mcp-server
- What does nsaf-mcp-server connect to, and what does it need?
- It reaches anthropic, google, jwt, openai and redis. The credentials we found in its source are ANTHROPIC_API_KEY, DATABASE_PASSWORD, GOOGLE_API_KEY, JWT_SECRET, OPENAI_API_KEY and REDIS_PASSWORD.
- Is nsaf-mcp-server official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 3 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2025-11-26.
- What licence does nsaf-mcp-server use?
- The repository metadata we read does not state a licence, so check the repository before you rely on it.
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