Detect purpose drift in data workflows: compare current purpose against original and allowed purposes to flag unauthorized changes (e.g., research to commercial).
Apache 2.0
204,105 tools. Last updated 2026-06-14 22:21
"Understanding the Purpose of Research" matching MCP tools:
- Retrieve your agent's immutable identity core including chosen name, purpose, and core values. Use when a session feels lost or uncertain about its purpose.MIT
- Search the web, fetch top pages, summarize content, and synthesize findings to answer a research question.MIT
- Find transitive dependencies of any file up to a specified depth. Traverses the full dependency tree, mapping files to their depth, to understand deep coupling and plan refactoring.MIT
- Retrieve the current status and completed result of a SPARKIT job by providing its job ID. Use this to check if a prior research task has finished or to revisit a previous result.MIT
- Quickly retrieve the purpose, parameters, and examples for any Delimit tool. Leave the tool name empty to see the overall workflow overview.MIT
Matching MCP Servers
- Flicense-qualityBmaintenancex402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global equities, crypto/DeFi, prediction markets, gov/legal, research, infra) settled in USDC on Base mainnet via the Coinbase CDP facilitator. No API keys or accounts — the x402 payment is the auth. Remote MCP at https://the-stall.intuitek.ai/mcp.Last updated1
- -license-quality-maintenanceAn MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.Last updated13
Matching MCP Connectors
Academic research search across PubMed and arXiv
Equity research API for US-listed companies. Free primer, $1 fundamentals, $2 investment memo.
- Retrieve a safe, read-only summary of the Geond Agent Protocol MCP server to understand its purpose, version, environment variables, tool groups, setup hints, and example workflows before connecting to PostgreSQL.Apache 2.0
- Find groups of files that are isolated from the rest of the codebase to identify disconnected subsystems and potential code splitting opportunities.MIT
- Retrieves task prompts with descriptions and technical data from Webvizio MCP Server to facilitate proper understanding and execution of development tasks when provided with a task UUID.MIT
- Summarize dependency analysis with counts of circular dependencies, hotspots, unused files, islands, and minimum dependents. Use for quick codebase health checks.MIT
- Retrieve FEC committee disbursements filtered by committee, recipient, amount, date, purpose, or description. Query over 157 million records to find specific campaign finance expenditures.MIT
- Build and query a file-to-purpose map for any project to understand what each file does. Index file intentions for instant codebase clarity.MIT
- Create an array of game object IDs to group objects for purposes like arcade physics colliders in a scene.ISC
- Retrieves the PNG image of a Spine skin to visualize a skeleton's appearance with the specified skin and animation.ISC
- Send Shells between wallets on the Execute.run platform. Specify recipient, amount, and purpose to complete secure transfers for payments, rewards, or transactions.
- Retrieve the PNG texture of a spritesheet to inspect tile and frame positions for game asset management.ISC
- Update the description of an Alibaba Cloud RDS instance to reflect its purpose or environment.Apache 2.0
- Check the progress of a research task by task ID. Poll every 30-60 seconds for status: running, completed, or failed. Lists all tasks if no ID provided.Apache 2.0
- Teaches the fundamentals of cryptocurrency wallets, their purpose and capabilities, for those new to blockchain technology.
- Load user research store with observations, findings, personas, themes, and metrics. Inspect available context before generating research-driven designs.MIT