Records agent run reflections including successes, improvement areas, missing context, and tool needs. Entries are reviewed weekly for self-improvement proposals.
AGPL 3.0
607,235 tools. Updated 2026-09-24 14:09
"Resources and Strategies for Self-Improvement" matching MCP tools:
- Distills frequently recurring reflection themes into searchable semantic memory and removes stale working memory entries for autonomous agent self-improvement.AGPL 3.0
- Apply a self-improvement proposal by writing the change to disk, automatically backing up the previous file, and updating the proposal status.AGPL 3.0
- Get a health report on the estimation feedback loop, displaying total estimates, actuals, match rate, MAPE by tool and task type, and self-improvement readiness for auto-calibration.Apache 2.0
- Draft a skill-improvement proposal by analyzing recent reflexions and appending self-improvement notes to the agent's skill file. The draft is queued for review before application.AGPL 3.0
- Apply a self-improvement proposal to disk, automatically backing up the previous version and updating the proposal status.AGPL 3.0
Matching MCP Servers
- AlicenseBqualityDmaintenanceProvides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of Thoughts, etc.) for complex problem-solving with session persistence, branching, and tool integration capabilities.317 npm28MIT
- FlicenseAqualityCmaintenanceProvides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck to help users overcome creative blocks through lateral thinking. It enables searching and retrieving random prompts from various editions, including collections adapted specifically for programmers.31-
Matching MCP Connectors
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.
- Track MiniMax usage patterns across sessions. Use 'start' to check current mode, 'end' to record session results with root cause notes for missed targets, and 'status' to view progress and trends for self-improvement.MIT
- Generate a draft skill-improvement proposal based on recent reflexions. It appends self-improvement notes to the agent's skill file and queues the proposal for review.AGPL 3.0
- Analyze an antenna design to receive optimization suggestions, parameter sensitivity insights, and concrete improvement strategies.AGPL 3.0
- Run self-optimization analysis to receive improvement recommendations. Optionally include performance metrics or apply safe recommendations automatically.MIT
- Find mental health self-help resources and support groups in Kenya. Filter by area to get options near you.MIT
- Analyze error patterns and self-improvement stats. View frequency, candidate insights, rule effectiveness, and trend metrics to track improvement over time.MIT
- Improve AI prompts using Gemini API strategies like Few-Shot examples and structured formatting to increase response quality and clarity.MIT
- Retrieve a complete inventory of all Experience Decisioning resources in the sandbox, including offers, collections, eligibility rules, ranking formulas, selection strategies, and placements.-
- Retrieve a complete inventory of all Experience Decisioning resources in your sandbox, including offers, collections, rules, formulas, strategies, and placements.-
- Improves prompts using Gemini API strategies like few-shot examples, output formatting, and context placement to enhance AI response quality.MIT
- Run several trading strategies on identical data and view side-by-side comparisons, with support for benchmarks and adjustable result detail.MIT
- Fetch and filter your Bybit trading strategies by status, symbol, type, or time range. Monitor active strategies, inspect stopped ones, and paginate through large result sets.MIT
- Lists recovery and mindfulness strategies with filters for active, historical, or all, providing IDs, names, categories, schedules, and dates to support session logging.MIT
- Retrieve strategies that have a journal with history of snapshots and runs for review.Apache 2.0
- Retrieve a list of all registered AlphaForge strategies including their IDs, names, versions, and timeframes for review or selection.Apache 2.0