switchboard

Data & Analytics

AI agents that query, transform, and reason over structured data — from SQL databases to cloud data warehouses. These tools let language models run analytics, generate reports, and surface insights without manual wrangling. Best for BI automation, data quality pipelines, and AI-driven dashboards.

N

Netdata

Featured

Monitors infrastructure in real time at per-second granularity and exposes live metrics, logs, and alerts to agents thr…

Infrastructure & OpsData & Analytics
APICLIMCP
4 skillsAPI Key
P

PaddleOCR

OfficialFeatured

Converts documents, receipts, and images into structured data with OCR, layout analysis, and table recognition, exposed…

Content & MediaData & Analytics
APICLIMCP
4 skillsNone
T

Typesense

Featured

Runs typo-tolerant search with built-in vector, hybrid, and semantic modes over a REST API, self-hosted or on Typesense…

Vector DatabasesData & Analytics
API
3 skillsAPI Key
A

Airbyte Agents

Official

Context layer for AI agents: MCP server and Python SDK giving agents unified access to 50+ business data connectors wit…

Data & AnalyticsInfrastructure & Ops
APIMCP
3 skillsAPI Key
A

Airtable MCP

Manages Airtable as a database and operations layer for agents — create bases and schema, work with records, and share…

Data & Analytics
MCP
3 skillsOAuth 2.0
A

Aiven MCP Server

Official

Lets AI assistants provision and operate Aiven-managed PostgreSQL and Apache Kafka, running SQL, producing and consumin…

Infrastructure & OpsData & Analytics
MCP
4 skillsOAuth 2.0
A

Amplitude MCP

Official

Lets agents query Amplitude analytics and read or edit charts, dashboards, experiments, cohorts, and tracking-plan even…

Data & Analytics
MCP
5 skillsOAuth 2.0
A

AntV MCP Server Chart

Official

Generate 25+ chart types as images or interactive specs over MCP — line, bar, pie, sankey, network, mind map, and geogr…

Data & Analytics
MCP
3 skillsNone
A

Apify MCP Server

Runs thousands of ready-made Apify Actors through an official MCP server — scrape social media, search engines, maps, a…

Data & Analytics
MCP
3 skillsAPI Key
A

Arize Phoenix

Official

Traces, evaluates and debugs LLM and agent applications from an open-source observability platform built on OpenTelemet…

Data & AnalyticsInfrastructure & Ops
APICLI
3 skillsNone
A

Armature

Product analytics and evaluation for agent sessions running against MCP servers, tracking tool calls, failures, and per…

Data & AnalyticsCode & DevTools
APIMCP
0 skillsAPI Key
B

BigQuery

Official

Google Cloud serverless data warehouse queryable over SQL through a REST API, commonly used as an analytics backend for…

Data & Analytics
APICLI
0 skillsOAuth 2.0
C

Chandra

Converts PDFs and images into Markdown, HTML or JSON with layout preserved, handling tables, forms, handwriting and 90+…

Data & AnalyticsInfrastructure & Ops
CLIAPI
3 skillsNone
C

Clay

Official

Data enrichment and outbound automation platform that combines 100+ data providers with AI for personalized outreach at…

Sales & MarketingData & Analytics
API
0 skillsAPI Key
C

ClickHouse MCP

Official

Official ClickHouse Cloud MCP — run SQL queries, list databases and tables, explore services and backups, inspect usage…

Data & Analytics
MCP
3 skillsAPI Key
C

Crawl4AI

Crawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured extracti…

Browser & Computer UseResearch & Knowledge
APICLIMCP
5 skillsNone
D

Databricks AI

Official

Unified analytics platform with AI/ML capabilities, featuring Mosaic AI for building compound AI systems on your lakeho…

Data & Analytics
APICLI
0 skillsBearer Token
D

DB-GPT

Answers questions over your own databases with text-to-SQL data agents and an AWEL workflow runtime, connecting multipl…

Data & AnalyticsAutonomous Agents
APICLI
3 skillsAPI Key
d

dbt MCP

Official

Exposes the dbt Semantic Layer, Discovery API, and dbt CLI over MCP so agents query governed metrics and inspect model…

Data & AnalyticsCode & DevTools
MCPCLI
3 skillsBearer Token
D

DeepEval

Unit-tests LLM and agent outputs in a pytest-style workflow, scoring answer relevancy, faithfulness, hallucination and…

Code & DevToolsData & Analytics
CLIAPI
3 skillsNone
D

DeepSQL

Runs a self-hostable DBA agent for Postgres and MySQL that monitors workloads, rewrites slow queries and proposes index…

Data & AnalyticsInfrastructure & Ops
MCPCLI
3 skillsAPI Key
D

Docling

Parses PDF, DOCX, PPTX, XLSX, HTML, audio, and image files into a unified DoclingDocument and exports Markdown, HTML, D…

Content & MediaData & Analytics
APICLIMCP
5 skillsNone
E

Elasticsearch MCP Server

Official

Official Elastic MCP server letting agents query Elasticsearch indices, run search and aggregations, and inspect mappin…

Vector DatabasesData & Analytics
MCP
0 skillsAPI Key
E

Excel MCP Server

Lets AI assistants create, read and edit Excel workbooks without Excel installed, covering formulas, formatting, tables…

Productivity & Work ManagementData & Analytics
MCP
4 skillsNone
F

Fabric RTI MCP

Official

Bridges AI agents to Microsoft Fabric Real-Time Intelligence for natural-language KQL queries against Eventhouse and Az…

Data & Analytics
MCP
0 skillsBearer Token
F

Firebolt

Official

Cloud data warehouse engineered for sub-second analytics with AI-optimized indexing and query acceleration.

Data & Analytics
APICLI
0 skillsAPI Key
F

Firecrawl

Turn websites into LLM-ready data — crawl, scrape, and convert web pages to clean markdown for AI consumption.

Research & KnowledgeData & Analytics
APIMCPCLI
0 skillsAPI Key
G

Google MCP Toolbox

Official

Official Google MCP server for 30+ databases — BigQuery, Postgres, AlloyDB, Spanner, MySQL, Redis, Neo4j. YAML-configur…

Infrastructure & OpsData & Analytics
MCPCLI
3 skillsAPI Key
G

Google Sheets MCP

Reads, writes, and formats Google Sheets data via MCP — manage sheets, run formulas, and collaborate on structured spre…

Data & Analytics
MCP
3 skillsOAuth 2.0
H

Haystack

Builds production RAG pipelines and agentic workflows with modular components, explicit retrieval control, and multimod…

Data & Analytics
API
0 skillsAPI Key
H

Helicone

Monitors LLM and agent traffic through a one-line proxy integration, logging requests, costs and latency with caching,…

Data & AnalyticsInfrastructure & Ops
API
3 skillsAPI Key
H

Hex

Collaborative analytics platform with AI-assisted SQL, Python notebooks, and Magic AI that writes queries from natural…

Data & Analytics
API
0 skillsAPI Key
K

Keboola MCP Server

Lets AI agents query Keboola storage, build SQL transformations, run jobs, and manage flows and data apps in a Keboola…

Data & AnalyticsInfrastructure & Ops
MCP
5 skillsOAuth 2.0
K

Keenable

Serves a hundred-billion-document web index built for agents rather than human search pages, returning dense structured…

Research & KnowledgeInfrastructure & Ops
APIMCP
3 skillsAPI Key
L

Latitude

Traces, scores, and evaluates production AI agents via OpenTelemetry and SDKs, groups failures into signals, and dispat…

Code & DevToolsData & Analytics
APICLIMCP
4 skillsAPI Key
L

LiteParse

Parses PDFs, Office files, and images locally into markdown, JSON with bounding boxes, or plain text for agents and RAG…

Data & AnalyticsCode & DevTools
CLIAPI
5 skillsNone
M

MarkItDown

Official

Converts PDF, Office, HTML, image, audio, and ZIP files into structured Markdown for LLM pipelines, preserving headings…

Content & MediaData & Analytics
CLIMCP
5 skillsNone
M

Massive MCP

Serves stocks, options, forex, crypto, and futures market data to agents through four composable tools, with built-in B…

Finance & AccountingData & Analytics
MCPAPI
3 skillsAPI Key
M

Medplum

Open-source healthcare developer platform providing a FHIR-native backend, API, and SDK for building compliant clinical…

Infrastructure & OpsData & Analytics
APICLIMCP
0 skillsOAuth 2.0
M

MindsDB

AI-SQL layer that brings machine learning and AI agents into databases. Query predictions with SQL, build AI tables, an…

Data & Analytics
MCPAPI
5 skillsAPI Key
M

MinerU

Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and re…

Data & AnalyticsResearch & Knowledge
APICLI
3 skillsAPI Key
M

Mixpanel MCP

Official

Lets agents run Mixpanel insights, funnels, flows, and retention queries over a hosted OAuth MCP server, and build dash…

Data & Analytics
MCP
4 skillsOAuth 2.0
M

MongoDB MCP

Official

Official MongoDB MCP server. AI agents query, analyze, and manage MongoDB databases with schema inspection, aggregation…

Data & Analytics
MCP
3 skillsAPI Key
M

MotherDuck MCP

Lets agents query and explore MotherDuck and DuckDB databases over a remote OAuth MCP server, and build Dives, schedule…

Data & AnalyticsInfrastructure & Ops
MCP
5 skillsOAuth 2.0
N

Neo4j MCP

Official

Gives agents structured access to a Neo4j graph database over MCP to read the schema and run read or write Cypher queri…

Infrastructure & OpsData & Analytics
MCP
4 skillsBearer Token
N

Neon MCP

Official

Official Neon MCP server for creating and managing serverless Postgres databases from AI coding agents. Full SQL, branc…

Data & Analytics
MCP
4 skillsAPI Key
N

Nobie

Provides an Excel-compatible spreadsheet runtime built for agents and humans to share, so agents can read, compute and…

Data & Analytics
CLI
3 skillsNone
N

NocoBase

Builds business systems on an open-source no-code platform where people work in a WYSIWYG editor and agents connect ove…

Productivity & Work ManagementData & Analytics
MCPAPICLI
5 skillsAPI Key
O

OpenBB

Open-source financial data platform for analysts, quants, and agents, unifying market, fundamental, and economic data b…

Finance & AccountingData & Analytics
APICLI
0 skillsAPI Key
O

OpenMetadata

Centralises data catalog, lineage, and quality metadata so agents can discover which tables exist, where they came from…

Data & AnalyticsInfrastructure & Ops
APIMCP
3 skillsAPI Key
P

Postgres MCP Pro

Connects agents to Postgres over MCP with configurable read or write access plus index tuning, EXPLAIN plan analysis an…

Data & AnalyticsInfrastructure & Ops
MCP
3 skillsNone
P

PostHog MCP

Official

Gives coding agents hosted MCP access to PostHog analytics queries, SQL, feature flags, experiments, and error tracking…

Data & AnalyticsCode & DevTools
MCPAPICLI
4 skillsOAuth 2.0
P

Power BI Modeling MCP

Official

Brings Power BI semantic modeling to agents — read and edit TMDL definitions, create measures, and modify tabular model…

Data & Analytics
MCP
3 skillsOAuth 2.0
P

Profound

Official

Tracks and shapes how brands appear inside AI search and answer engines, exposing visibility analytics to agents throug…

Sales & MarketingData & Analytics
APIMCP
3 skillsAPI Key
R

Reddit MCP Buddy

MCP server for Reddit — search subreddits, retrieve posts and comment threads, analyze user activity, and post content.…

Research & KnowledgeData & Analytics
MCP
4 skillsNone
S

ScrapeGraphAI

Scrapes websites from a natural-language description of the data you want, building the extraction graph automatically…

Research & KnowledgeBrowser & Computer Use
APIMCPCLI
3 skillsAPI Key
S

Snowflake Cortex

Official

AI-powered analytics layer on Snowflake enabling natural language queries, automated insights, and LLM-driven data tran…

Data & Analytics
APICLI
0 skillsOAuth 2.0
T

Tableau MCP

Official

Queries published Tableau data sources through VizQL over MCP and lets agents browse workbooks, dashboards, and metadat…

Data & Analytics
MCP
3 skillsBearer Token
T

Tako

Live web search plus licensed datasets for agents, covering company financials, macroeconomic indicators, web traffic,…

Research & KnowledgeData & Analytics
APIMCP
0 skillsAPI Key
T

TrendRadar

Aggregates trending lists from 11 mainstream platforms and RSS feeds, filters them by keyword, pushes digests to chat a…

Research & KnowledgeData & Analytics
MCP
5 skillsNone
U

Unstructured

Transforms PDFs, spreadsheets, emails, and 65+ file types into structured, chunked data ready for RAG pipelines and LLM…

Data & Analytics
APIMCP
0 skillsAPI Key
V

Voker

Analytics platform for AI agents — track conversation intents, corrections, resolutions, and business impact. Python &…

Data & Analytics
APICLI
3 skillsAPI Key
W

Wren AI

Open-source text-to-SQL agent for governed GenBI — ask questions in natural language across 20+ data sources and get ac…

Data & Analytics
APIMCP
3 skillsAPI Key
data-analytics
Data & Analytics · 63 agents · AI agents that query, transform, and reason over structured data — from SQL databases to cloud data warehouses. These tools let language models run analytics, generate reports, and surface insights without manual wrangling. Best for BI automation, data quality pipelines, and AI-driven dashboards.
agents
netdataNetdataapi+cli+mcppaddleocrPaddlePaddleapi+cli+mcptypesenseTypesenseapiairbyte-agentsAirbyteapi+mcpairtable-mcpSmitherymcpaiven-mcpAivenmcpamplitude-mcpAmplitudemcpantv-mcp-chartAnt Groupmcpapify-mcpApifymcparize-phoenixArize AIapi+cliarmatureArmatureapi+mcpbigqueryGoogleapi+clichandra-ocrDatalabcli+apiclayClayapiclickhouse-mcpClickHousemcpcrawl4aiUncleCodeapi+cli+mcpdatabricks-aiDatabricksapi+clidb-gptEosphoros AIapi+clidbt-mcpdbt Labsmcp+clideepevalConfident AIcli+apideepsqlDeepSQLmcp+clidoclingIBM Research / LF AI & Dataapi+cli+mcpelasticsearch-mcpElasticmcpexcel-mcp-serverHaris Musamcpfabric-rti-mcpMicrosoftmcpfireboltFireboltapi+clifirecrawlFirecrawlapi+mcp+cligoogle-mcp-toolboxGooglemcp+cligoogle-sheets-mcpSmitherymcphaystackdeepsetapiheliconeHeliconeapihexHexapikeboola-mcpKeboolamcpkeenableKeenableapi+mcplatitudeLatitudeapi+cli+mcpliteparseLlamaIndexcli+apimarkitdownMicrosoftcli+mcpmassive-mcpMassivemcp+apimedplumMedplumapi+cli+mcpmindsdbMindsDBmcp+apimineruOpenDataLabapi+climixpanel-mcpMixpanelmcpmongodb-mcpMongoDBmcpmotherduck-mcpMotherDuckmcpneo4j-mcpNeo4jmcpneon-mcpNeonmcpnobieNobieclinocobaseNocoBasemcp+api+cliopenbbOpenBBapi+cliopenmetadataCollateapi+mcppostgres-mcp-proCrystal DBAmcpposthog-mcpPostHogmcp+api+clipowerbi-modeling-mcpMicrosoftmcpprofoundProfoundapi+mcpreddit-mcp-buddykaranb192mcpscrapegraphaiScrapeGraphAIapi+mcp+clisnowflake-cortexSnowflakeapi+clitableau-mcpTableau (Salesforce)mcptakoTakoDataapi+mcptrendradarsansan0mcpunstructuredUnstructured.ioapi+mcpvokerInvoke Labsapi+cliwren-aiCannerapi+mcp