Sema
UnclaimedSema is a content-addressed vocabulary for AI agents. Precise thinking, reliable references, safe multi-agent coordination. Hash the meaning, get the word.
Install
claude mcp add sema -- uvx --from "semahash[mcp]" sema mcpSet up this server
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12 of 12 tools
Documented tools (12)
From project documentation. A server handshake does not verify each tool’s description or behavior.
sema_graph_skeleton
Ultra-minimal graph overview (~150 tokens)
sema_handshake
Fail-closed semantic verification between agents
sema_lookup
Get a pattern by its reference (e.g., StateLock#c9c2)
sema_mint
Create a new pattern (validate, hash, add to vocabulary)
sema_propose_context
Compute a context digest for a multi-agent definition set (drift detection)
sema_reset_session
Clear session cache so searches return full results again
sema_resolve
Get a pattern with dependencies expanded
sema_search
Search patterns by name, description, or meaning
sema_stats
Vocabulary statistics
sema_tree
Browse vocabulary by layer and category
sema_validate
Validate a pattern JSON for correctness
sema_verify_context
Verify a context proposal from another agent
Tool change history
FAQ
Questions about Sema MCP Server
- How do I connect Sema MCP Server to Claude?
- The listing records `claude mcp add sema -- uvx --from "semahash[mcp]" sema mcp` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.
- Is Sema MCP Server free?
- The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Sema MCP Server do?
- Sema MCP Server documents 12 tools to the agent, including sema_graph_skeleton, sema_handshake, sema_lookup. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.