fullscope-mcp-server
fullscope-mcp-server is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 12 GitHub stars and is licensed under NOASSERTION; we last read it on 2026-10-23.
No-RAG，内容总结、主题汇总、知识抽取 MCP
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. fullscope-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
Reaches
openai
Credential
OPENAI_API_KEY
Maintenance
Stars
12
State
stale
Licence
NOASSERTION
fullscope-mcp-server compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| fullscope-mcp-server (this page) | openai | OPENAI_API_KEY | 12 | 2025-06-18 | NOASSERTION |
| paperbanana | atlascloud, google, openai(1 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| ms-365-mcp-server | ms365, openai(1 shared) | MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY | 1,068 | 2026-10-23 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| mcp-ragdocs | openai, qdrant(1 shared) | OPENAI_API_KEY, QDRANT_API_KEY | 265 | 2025-07-18 | MIT |
Ranked by services in common with fullscope-mcp-server, then by stars. Figures are from each repository when we last read it.
Common questions about fullscope-mcp-server
- What does fullscope-mcp-server do?
- No-RAG，内容总结、主题汇总、知识抽取 MCP
- How do I install fullscope-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/yzfly/fullscope-mcp-server
- What does fullscope-mcp-server connect to, and what does it need?
- It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
- Is fullscope-mcp-server official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 12 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-06-18.
- What licence does fullscope-mcp-server use?
- The repository declares the NOASSERTION licence.
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