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The real catalog of tools for AI agents

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47,766real tools
31,719callable over HTTPS
21,498measured
6,622proven reliable
Dataset Join & Merge Reliable (measured) · 100% over 51 checks

Join two lists of JSON rows on a key, like SQL or VLOOKUP: left, inner, full, anti joins, union.

MCP endpoint : https://dataset-join-merge.nerolabs.workers.dev/mcp · website · measurements and details
Merge & Deduplicate Datasets (Ctrio Lab) Private (key required)

Merge Apify datasets and remove duplicates by any fields, keeping the first or the newest copy.

MCP endpoint : https://mcp.apify.com?tools=ctriolab/merge-dedupe-datasets · website · measurements and details
Dataset-listing granularity audit Reliable (measured) · 100% over 6 checks

Per-dataset granularity verdicts keyed to the dataset's own manifest hash, before you pay.

MCP endpoint : https://textforagents.com/products/dataset-listing-granularity-audit/mcp · website · measurements and details
Google Sheets Import & Export (Ctrio Lab) Private (key required)

Google Sheets via Apify: write Apify datasets or JSON rows to a sheet, or read a sheet as JSON.

MCP endpoint : https://mcp.apify.com?tools=ctriolab/google-sheets-import-export · website · measurements and details
Dataset Join & Merge (VLOOKUP for Datasets) Private (key required)

Returns two Apify datasets, files or Google Sheets by URL, or JSON arrays joined on key fields...

MCP endpoint : https://mcp.apify.com/?tools=nerolabs/dataset-join-merge · website · measurements and details
Financial Datasets Being measured · 0% over 1 checks

Financial Datasets AI MCP — wraps financialdatasets.ai

MCP endpoint : https://gateway.pipeworx.io/financial-datasets/mcp · website · measurements and details
Merge Datasets & Remove Duplicates Private (key required)

Merge many Apify datasets, CSV files and Google Sheets into one list with duplicates removed.

MCP endpoint : https://mcp.apify.com/?tools=nerolabs/dataset-merge-dedupe · website · measurements and details
Ncbi Datasets Being measured · 0% over 1 checks

NCBI Datasets — the US National Library of Medicine's genome, gene and taxonomy reference service…

MCP endpoint : https://gateway.pipeworx.io/ncbi-datasets/mcp · website · measurements and details
HuggingFace New Dataset Release Tracker (hfdatasets) Being measured · 50% over 2 checks Real task being tested · 1/1

New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/huggingface-new-dataset-release-tracker-hfdatasets-47948f/http · website · measurements and details
Dataset Aggregate & Pivot Reliable (measured) · 100% over 51 checks

GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.

MCP endpoint : https://dataset-aggregate-pivot.nerolabs.workers.dev/mcp · website · measurements and details
Dataset Cleaner & Exporter Reliable (measured) · 100% over 51 checks

Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.

MCP endpoint : https://dataset-cleaner-exporter.nerolabs.workers.dev/mcp · website · measurements and details
Alphanume Datasets Private (key required)

Point-in-time US equity & options data: vol premium, earnings moves, dilution, FDA events, splits

MCP endpoint : https://mcp.alphanume.com/mcp · website · measurements and details
Dataset Filter & Transform Flaky · 80% over 5 checks

Clean, filter and reshape JSON rows in one call: 26 transforms, 25 filters, sort, dedupe, limit.

MCP endpoint : https://dataset-filter-transform.nerolabs.workers.dev/mcp · website · measurements and details
Dataset Diff & Change Detector Flaky · 80% over 5 checks

Compare two versions of a JSON row list: what was added, removed or changed, field by field.

MCP endpoint : https://dataset-diff-detector.nerolabs.workers.dev/mcp · website · measurements and details
AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records Reliable (measured) · 100% over 52 checks Does the job (tested) · 52/52

Normalized official data with provenance, aggregations, insights, free samples and agent access.

MCP endpoint : https://agentnative.cazimedia.com/mcp · website · measurements and details
Major Labs Flaky · 83% over 6 checks

Open agentic-web datasets: Agent Trust Index, MCP stats, incident timeline. Read-only, CC-BY-4.0.

MCP endpoint : https://majorlabs.co/mcp · website · measurements and details
Dataset Explorer Not measured yet

Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.

Package pypi : dataset-explorer-mcp · website · measurements and details
datagokr — 공공데이터포털 검색을 더 쉽게 (find data.go.kr datasets easily) Reliable (measured) · 100% over 51 checks Does the job (tested) · 51/51

data.go.kr 10.9만 데이터셋을 말로 검색·미리보기(키 불필요). 활용신청·다운로드는 내 계정·키로(데스크탑 확장).

MCP endpoint : https://datagokr.dev/mcp · website · measurements and details
AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records Flaky · 80% over 5 checks Does the job (tested) · 4/4

Normalized official data with provenance, aggregations, insights, free samples and agent access.

MCP endpoint : https://agentnative.cazimedia.com/mcp/government-data · website · measurements and details
Mostly Right Reliable (measured) · 100% over 12 checks Does the job (tested) · 12/12

Search, sample and query open reproducible datasets published as immutable Parquet with schemas.

MCP endpoint : https://mostlyright.md/api/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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