csv MCP servers & tools

42 Model Context Protocol servers tagged “csv”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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Spotdb
Ephemeral data sandbox for AI workflows with guardrails and security
Databases
Upvotes: 0Installs: 0GitHub stars: 21
Apple Health
Query and analyze Apple Health CSV exports using DuckDB.
Databases
Upvotes: 0Installs: 0GitHub stars: 571
Csvql
Query CSV files with SQL via MCP. Fast, local, zero-config, read-only, sandboxable with --root.
Databases
Upvotes: 0Installs: 0GitHub stars: 30
Json
JSON/YAML/CSV validate, diff, transform for AI agents
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
MCP Server Data Exploration
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: 545
Csvglow
Ratnaditya-J
Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.
Data Visualization
Upvotes: 0Installs: 0GitHub stars: 14
Restcsv MCP Server
jordandalton
MCP Server for RestCSV, Generated using MCPGen
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 12
Dataloupe
Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 4
JDataMunch MCP
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 82
Tableaugen MCP
Generate production-ready Tableau workbooks (.twb / .twbx) from natural language and a CSV.
Data Visualization
Upvotes: 0Installs: 0GitHub stars: —
Structured Data Validator
Validate, transform, and normalize structured data for AI agents.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Csvto MCP
Local CSV, JSON and Excel conversion. Files are never uploaded and never enter the context.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: —
Docbot MCP
Bidirectional CSV <> JSON <> Markdown transformer
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
GoldenFlow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 1
Data Transform
Cloudflare Workers MCP server: data-transform
Cloud Platforms
Upvotes: 0Installs: 0GitHub stars: —
Spotify Bulk Actions MCP
khglynn
Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums.
Art & Culture
Upvotes: 0Installs: 0GitHub stars: 2
Tablebridge MCP
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.
Databases
Upvotes: 0Installs: 0GitHub stars: 2
MCP Server Spreadsheet
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
Databases
Upvotes: 0Installs: 0GitHub stars: 2
Rulemorph MCP Server
MCP server for CSV/JSON data transformation using YAML rules
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Transform Rules MCP Server
MCP server for CSV/JSON data transformation using YAML rules
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Dataset Cleaner & Exporter
Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
R
RemoveDuplicates.org
Remove duplicate lines or CSV/TSV rows from text. Stateless: processed per call, never stored.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Backtrader MCP
cloudQuant
Build and run reproducible Backtrader backtests from local CSV data, with human-gated runs, logs and JSON/Markdown reports. Offline and backtest-only.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: 1
CSV to JSON API
Parse CSV to JSON array. Auto-detect delimiter, headers. x402 micropayment.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
AKD VaultPDF
On-device PDF, resume and CSV tools. Files never leave your machine. Refuses rather than guessing.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
K
Kai CSV Profiler
Stateless remote MCP tool for bounded in-memory CSV profiling; input is not stored.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: —
L
LatLong Maps
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: —
C
CSV Import Rehearsal
Simulate a CSV import against a supplied typed column contract and return exact accepted rows, re...
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
MCP Data Pipeline Connector
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
Data Platforms
Upvotes: 0Installs: 0GitHub stars: —
Promptready MCP
Convert PDF/CSV to Markdown with AI-powered OCR via the PromptReady cloud API.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: —
Statement Normalizer
Deterministic bank-statement parsing: messy CSV/OFX to clean categorized rows. In-memory only.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Taxsort MCP
TaxSort — Tollbooth-monetized MCP server for personal tax transaction classification
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Csv
CSV JSON MCP.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
MCP Ml Lab
Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: —
C
Clean Table
Normalize messy CSV into your schema; ambiguous values return as exceptions. $0.02 USDC via x402.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
D
DataScoop public data
Official UK, US and Australia public datasets as filtered CSV, REST API and MCP for AI agents.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
UNLAV CSV Reconcile
Compare CSV tables by key; report changes and ambiguous rows. 0.05 USDC on Base via x402.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
UNLAV Shopify CSV Catalog Check
Paid Shopify CSV diagnostics for duplicate SKUs, malformed variants, and import risks.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
Rock's Apify Utility Actors
Seven pay-per-event Apify Actors (PDF/CSV/links/sitemap/email/phone/VAT) as MCP tools.
Communication
Upvotes: 0Installs: 0GitHub stars: —
R
RemoveDuplicates.org
Remove duplicate lines or CSV/TSV rows from text. Stateless: processed per call, never stored.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
B
Bank statement
Import a bank CSV export, categorise it, summarise it per currency, find recurring charges and reconcile it against your expense ledger. Everything stays on your machine.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: —
R
Rows.page
Push CSV, JSON, JSONL or Parquet from your agent and get a link a human can explore.
Data Visualization
Upvotes: 0Installs: 0GitHub stars: —