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claude-session-continuity-mcp

search_sessions

Search past sessions by meaning across 94+ languages. Queries understand intent beyond keywords, with automatic fallback to keyword search.

Instructions

Semantic search across session history using multilingual embeddings (94+ languages). Finds past sessions by meaning, not just keywords — e.g. "when I worked on authentication" matches sessions about login, OAuth, JWT. Falls back to FTS5 keyword search when embeddings are unavailable. Read-only. Use session_history instead when you just need the N most recent sessions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesNatural language search query
projectNoFilter by project (optional)
limitNoMax results to return (default: 5)
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description declares the tool is 'Read-only' and explains the fallback behavior, adding value beyond the schema. No annotations are provided, so the description carries the full burden. It could be improved by mentioning any rate limits or authentication needs, but for a search tool this is adequate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with three sentences: defining the tool, giving an example, and providing fallback and alternative. No wasted words, front-loaded with purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite lacking an output schema, the description is complete for a search tool: it explains the semantic approach, multilingual support, fallback, and sibling tool. It covers what an agent needs to decide when to invoke this tool vs. alternatives.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents all parameters. The description reinforces the meaning of 'query' as natural language, 'project' as optional filter, and 'limit' defaulting to 5. It does not add new meaning beyond what the schema provides, hence a baseline score of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it performs 'Semantic search across session history' using multilingual embeddings, provides a concrete example, and distinguishes itself from the sibling tool 'session_history' by noting the latter is for recent sessions. The verb 'search' and resource 'sessions' are explicit.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly tells when to use this tool vs. the alternative: 'Use session_history instead when you just need the N most recent sessions.' It also notes the fallback to FTS5 when embeddings are unavailable, giving clear guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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