Upload files to RSpace documents and attach them as proper file attachments in one step. Supports all file types including images, PDFs, and data files.
AGPL 3.0
164,693 tools. Last updated 2026-05-31 07:44
"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP tools:
- Upload a file to a text namespace for processing and indexing. The file is queued after direct upload to storage.Apache 2.0
- Export your learned routing profile and upload it to share with the community. Publish routing patterns that benefit other llm-router users.MIT
- Upload local files to Databricks File System (DBFS) for storage of scripts, temporary files, and datasets. Supports chunked upload for large files with retry logic.MIT
- Fetch a remote file by URL and upload it to the wiki's File namespace. The upload appears in the upload log and returns the file title and URL.MIT
- Upload CSV/JSON data to a designated file and execute an import action, with mapping parameters to target specific dimensions like Version.MIT
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Matching MCP Connectors
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malformed control characters, repairs truncated structures, and validates against JSON Schema — no LLM calls, no retries. Stops session poisoning in long-running agents.
Compare two JSON files deeply without worrying about key or array order. Detect missing, extra, an…
- Search your markdown notes using semantic similarity, retrieving ranked articles with relevance scores.MIT
- Search saved research data with semantic similarity to retrieve matching results from a specified topic database.MIT
- Check the status of batch image-to-SVG vectorization jobs to monitor processing progress and retrieve results.MIT
- Extract and convert packet data from a PCAP file into JSON format using WireMCP for LLM-driven network analysis, enabling threat detection and diagnostics.MIT
- Upload file(s) via multipart/form-data to stage them on the server for subsequent processing.ISC
- Find semantically similar vectors using cosine similarity to retrieve relevant data from vector databases. Supports namespace filtering and similarity thresholds for precise search results.MIT
- Upload file chunks as base64 to a temporary Colab runtime file, enabling incremental file transfer through the browser upload API.Apache 2.0
- Add books to a RAG project for vectorization and context search, enabling semantic search and retrieval from your Calibre ebook library.
- Upload files to Google Drive by converting base64-encoded data into documents, spreadsheets, or other file types with specified names and formats.
- Upload multiple images to Supabase Storage using file paths or base64 data, organizing them in specified buckets and folders with batch tracking.
- Upload file content and return a file URL, with automatic detection and correction of formatting issues in JSON, YAML, TOML, CSV, and XML.
- Request a file upload URL and document ID when you can't deliver the file directly due to size or sandbox restrictions.MIT
- Execute data quality validation rules from a YAML file against DuckDB, BigQuery, Athena, Databricks, or Postgres, returning a JSON report with optional LLM-driven root cause analysis.Apache 2.0
- Filter JSON data from files or URLs using a shape object to extract specific fields and reduce context size for LLM processing.MIT