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From gotcontext
Compress an MCP tools/list manifest so downstream agents see shorter tool descriptions without losing inputSchema semantics. Use before forwarding a large tools/list to a secondary agent or storing it in context.
How this skill is triggered — by the user, by Claude, or both
Slash command
/gotcontext:compress-mcp-manifestThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Use this skill when you have retrieved a `tools/list` response from an MCP
Use this skill when you have retrieved a tools/list response from an MCP
server and want to reduce the token cost of forwarding it to another agent,
storing it in memory, or including it in a prompt.
This is especially useful when orchestrating multi-agent pipelines where each sub-agent needs to know what tools are available but does not need the full verbose description of every parameter.
tools/list response from the target MCP server.gc_compress_manifest with the manifest as input:
{
"manifest": {
"tools": [{ "name": "...", "description": "...", "inputSchema": {} }]
}
}
{"input_tokens": N, "output_tokens": M, "savings_pct": P}.inputSchema is preserved byte-for-byte (JSON-equivalent). Schema
validation in downstream agents will not break.gc_compress_manifest is available on Pro and above. Free users will
receive an upgrade prompt.
Atlassian's mcp-compressor compresses tool schemas. gotcontext compresses
tool descriptions while preserving schemas, and also provides full payload
compression, OAuth 2.1 auth, usage telemetry, and self-hosted licensing —
a superset of what mcp-compressor offers.
npx claudepluginhub oimiragieo/gotcontext-plugin --plugin gotcontextFetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.
Applies a firm's KYC/AML rules grid to parsed onboarding records: assigns risk rating, checks required documents, outputs rule outcomes with citations, and routes for escalation.
Generates daily or weekly digests of activity from connected sources (chat, email, docs, tasks, CRM), highlighting action items, decisions, mentions, and project updates.