Estimate how much context window MCP tool definitions consume, showing token totals, heaviest tools, and actionable recommendations to reduce load when context feels low.
Academic Free v1.1
635,060 tools. Updated 2026-10-03 22:21
"How to increase a model's context window for handling large files" matching MCP tools:
- Compare any two files and get a unified diff with configurable context and whitespace handling. Works outside git for arbitrary files.MIT
- Get complete file context: all defined symbols, imports, exports, and files that import from it, plus cross-language connections like REST calls and subprocess calls. Supports line ranges for large files.Business Source 1.1
- Submit large scanned or PDF invoices for asynchronous analysis when files exceed synchronous limits. Returns a job_id to poll for results.MIT
- Send a file path and a question to analyze a file server-side. The file never enters your context window; returns analysis with metadata and token usage.MIT
- Upload local files to Databricks Unity Catalog volumes for data processing. Supports large files with progress tracking and error handling.MIT
Matching MCP Servers
- FlicenseAqualityCmaintenanceProvides an external context buffer so a local model can maintain session memory across long tasks and search and page through large documents without loading them whole into its limited context window.151-
- AlicenseAqualityCmaintenanceEnables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.673 npm19MIT
Matching MCP Connectors
Read-only Increase banking observability plus one safe non-money-moving write, for AI agents.
Set handling guidance for a content item
- Retrieve the complete content of any Google Drive file for full analysis or transformation. Use only when you need the entire file, as it can be large.MIT
- Filter large local text files by relevance to a query, returning verbatim line-numbered spans to keep context small.MIT
- Uploads a file to the attachment root and returns a path for use in email sending. Keeps large attachments out of the context window, with automatic cleanup.MIT
- Export SQL query results directly to CSV or JSONL files, handling large datasets without loading into context.MIT
- View the complete diff for a single file without truncation to review all changes in large files like lock files or generated code before staging.MIT
- Verify which script documentation files were processed and their entry counts to ensure the parser split them correctly, flagging large files with unexpectedly low counts.MIT
- Retrieve a Rentvine file as base64-encoded data, including MIME type, size, and image flag. Use for accessing attachments up to 1MB; check file size beforehand to avoid context overflow.MIT
- Answer repo-wide questions by ingesting all repository files into the model's context and returning a single answer with a summary of files and tokens used.MIT
- Replace or insert text at specific line ranges in files using line-number operations. Ideal for large files or precise edits without context-heavy processing.MIT
- Read file contents from the filesystem, handling large files through chunked reading with line-based pagination for efficient processing.MIT
- Access a specific Pine Script v6 documentation file using its path. Use limit and offset to manage token usage for large files.MIT
- Upload text or local files to Dropbox, automatically handling large files via chunked sessions.MIT
- Delegate file analysis of large files, logs, or multi-file reviews to the Antigravity CLI (Gemini) so files never enter context—only the answer returns.MIT
- Download remote files to local disk over SFTP without sending contents through model context. Use for binary or large files; destination must be inside transferRoot.MITDestructive
- Retrieve lifetime token savings analytics and context window history from all subagent delegations to measure how much context was preserved.MIT