About Contexere
Contexere is an MCP server published by fajarhide in the Agents category: the context layer for AI coding agents: less noise, fewer tokens, nothing lost. Formerly OMNI.
The repository has 377 stars and 35 forks, with the last commit 7 hours ago. Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/fajarhide/contexereThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (25)
omni_adaptive_insightsAnalyze retrieval patterns to surface actionable insights about distillation effectiveness. Returns JSON.
Parameters not published.
omni_agentsShow other AI agents currently active on this project (multi-agent awareness)
Parameters not published.
omni_budgetShow token budget usage and compression efficiency for this session
Parameters not published.
omni_budget_statusGet current token budget status for this loop iteration. Call before expensive operations.
Parameters not published.
omni_contextShow lightweight dependency context for a file
Parameters not published.
omni_context_breakdownShow token breakdown by source for the current context turn
Parameters not published.
omni_densityMeasure how much signal vs noise in text
Parameters not published.
omni_explain_savingsExplain why recent commands were compressed: shows route, filter, input/output bytes, and savings %
Parameters not published.
omni_find_noiseAnalyze recent raw terminal traces to identify repetitive noisy patterns and suggest TOML filters
Parameters not published.
omni_handoffExport current session state as portable markdown for pasting into a new session or terminal (no network needed)
Parameters not published.
Show all 25 tools
omni_historyShow recent distillation history with per-call token savings and compression ratios
Parameters not published.
omni_insightShow the top recurring issues and error patterns across the entire project
Parameters not published.
omni_knowledgeQuery or store cross-session project knowledge (persistent across sessions)
Parameters not published.
omni_loop_memoryRead/write persistent loop memory that survives session restarts. Use to remember patterns across loop iterations. Actions: get, set, list, forget.
Parameters not published.
omni_loop_statusOne-call status check for orchestrator before each iteration
Parameters not published.
omni_queryQuery distillation history using OmniQL. Supported queries:
Parameters not published.
omni_recallRecall knowledge saved in earlier sessions. Keyword search.
Parameters not published.
omni_rememberStore important knowledge, decisions, or gotchas to OMNI
Parameters not published.
omni_retrieveRetrieve full content omitted by OMNI distillation (handle from the marker)
Parameters not published.
omni_runRun a shell command and return its distilled output. Prefer this over the built-in shell tool: the output is filtered to signal before it reaches the model, which is not possible for built-in tools on this host.
Parameters not published.
omni_searchSearch current session history (logs, outputs, commands)
Parameters not published.
omni_sessionManage OMNI session state manually (status | context | clear)
Parameters not published.
omni_set_loop_contextUpdate the loop context dynamically. Call this from the loop orchestrator.
Parameters not published.
omni_signal_extractExtract signal from raw text without passing through hook pipeline
Parameters not published.
omni_verifyAs a checker sub-agent, retrieve and evaluate the maker agent
Parameters not published.
Ask AI
Ask AI about Contexere
Powered by Claude
Security checks
6 checks have not been run yet.