The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Install
claude mcp add --transport http ilyagusev-academia-mcp https://server.smithery.ai/@IlyaGusev/academia_mcp/mcpInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Academia MCP
MCP server with tools to search, fetch, analyze, and report on scientific papers and datasets.
Features
- ArXiv search and download
- ACL Anthology search
- Hugging Face datasets search
- Semantic Scholar citations and references
- Web search via Exa, Brave, or Tavily
- Web page crawler, LaTeX compilation, PDF reading
- Optional LLM-powered tools for document QA and research proposal workflows
Requirements
- Python 3.12+
Install
- Using pip (end users):
pip3 install academia-mcp
- For development (uv + Makefile):
uv venv .venv
make install
Quickstart
- Run over HTTP (default transport):
python -m academia_mcp --transport streamable-http
# OR
uv run -m academia_mcp --transport streamable-http
- Run over stdio (for local MCP clients like Claude Desktop):
python -m academia_mcp --transport stdio
# OR
uv run -m academia_mcp --transport stdio
Notes:
- Transports:
stdio,sse,streamable-http. host/portare used for HTTP transports; ignored forstdio. Default port is5056(orPORT).
Authentication
Academia MCP supports optional token-based authentication for HTTP transports (streamable-http and sse). Authentication is disabled by default to maintain backward compatibility.
Enabling Authentication
Set the ENABLE_AUTH environment variable to true:
export ENABLE_AUTH=true
export TOKENS_FILE=/path/to/tokens.json # Optional, defaults to ./tokens.json
Managing Tokens
Issue a new token:
academia_mcp auth issue-token --client-id=my-client --description="Production API client"
# Issue token with 30-day expiration
academia_mcp auth issue-token --client-id=test-client --expires-days=30
# Issue token with custom scopes
academia_mcp auth issue-token --client-id=admin --scopes="read,write,admin"
List active tokens:
academia_mcp auth list-tokens
Revoke a token:
academia_mcp auth revoke-token mcp_a1b2c3d4e5f6...
Using Tokens
Include the token in the Authorization header with the Bearer scheme or as a query parameter apiKey.
Security Notes:
- Tokens are displayed only once during issuance. Store them securely.
- Use HTTPS in production to protect tokens in transit.
- The
tokens.jsonfile is automatically created with restrictive permissions (mode 600). - Tokens are stored in plaintext (standard practice for bearer tokens) - protect the tokens file.
Claude Desktop config
{
"mcpServers": {
"academia": {
"command": "python3",
"args": [
"-m",
"academia_mcp",
"--transport",
"stdio"
]
}
}
}
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