finai-research
finai-research is an MCP server, listed under model apis. It reaches anthropic, deepseek and openai. It needs ANTHROPIC_API_KEY, DEEPSEEK_API_KEY and OPENAI_API_KEY to authenticate. Its repository has 107 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.
Install
Read from finai-research’s own README, close to verbatim -- not written by us, and not guessed.
pip install 'finai-research-workflow[extras]'
What it reaches, and what it needs
Maintenance
Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.
finai-research compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| finai-research (this page) | anthropic, deepseek, openai | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, OPENAI_API_KEY | 107 | 2026-10-21 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(3 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| cross-llm-mcp | anthropic, deepseek, gemini, huggingface, kimi, mistral, openai(3 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, HF_TOKEN, HUGGINGFACE_API_KEY, KIMI_API_KEY, MISTRAL_API_KEY, OPENAI_API_KEY | 16 | 2026-10-15 | MIT |
| flama | anthropic, openai(2 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| schemagate | anthropic, entra, gemini, mysql, openai, postgres, schemagate(2 shared) | ANTHROPIC_API_KEY, ENTRA_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY, SCHEMAGATE_AUDIT_SIGNING_KEY | 105 | 2026-10-22 | Apache-2.0 |
| agent-fleet-o | anthropic, google, openai, typesafe(2 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 |
Ranked by services in common with finai-research, then by stars. Figures are from each repository when we last read it.
Common questions about finai-research
- What does finai-research do?
- Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.
- How do I install finai-research?
- Its own README gives this command: pip install 'finai-research-workflow[extras]'. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does finai-research connect to, and what does it need?
- It reaches anthropic, deepseek and openai. The credentials we found in its source are ANTHROPIC_API_KEY, DEEPSEEK_API_KEY and OPENAI_API_KEY.
- Is finai-research official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 107 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
- What licence does finai-research use?
- The repository declares the MIT licence.
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