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Evidence-backed tools for AI agents.

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MCP Server

Only tested or caveated evidence counts.

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Showing 20 of 41 components

Google GenAI Toolbox

MCP
Google APIs
87/100

Open-source server from Google that simplifies connecting AI agents to databases with built-in authentication, connectio...

googledatabasesql+1
Mar 25, 202616.1k

MCP Toolbox for Databases

MCP
Google APIs
87/100

Google's MCP toolbox for database access, with prebuilt tools for SQL and NoSQL systems plus a framework for custom safe...

mcpdatabasepostgres+2
May 1, 202616.1k2 recipes

Firecrawl MCP

MCP✓ VERIFIED
Firecrawl
85/100

MCP server for Firecrawl web scraping and crawling service, converting web pages to clean markdown with automatic conten...

web-scrapingcrawlingmarkdown+1
Mar 25, 20267.1k1 recipe

Filesystem MCP Server

MCP
Anthropic
85/100

Secure file system access via MCP with configurable permissions.

filesystemfilesdirectory
Feb 15, 202689.1k5 recipes

Understand Anything

SKILL
Lum1104
85/100

Codebase analysis skill that generates knowledge graphs and visual dependency maps to help understand unfamiliar reposit...

codebase-analysisknowledge-graphvisualization
Mar 25, 202677.2kTry Live

Claude Scientific Skills

SKILL
K-Dense AI
85/100

Domain-specific skills for scientific computing covering bioinformatics, genomics, chemistry, and drug discovery workflo...

sciencebioinformaticsgenomics+3
Mar 25, 202632.4kTry Live

Qdrant MCP

MCP
Qdrant
84/100

Official Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and...

vector-dbqdrantembeddings+1
Mar 25, 20261.5k1 recipe

Perplexity MCP

MCP
Perplexity AI
84/100

Official MCP server for Perplexity AI search, providing AI agents with real-time web search results augmented with citat...

perplexityai-searchresearch+1
Mar 25, 20262.4k

Tavily MCP

MCP✓ VERIFIED
Tavily AI
83/100

MCP server for Tavily AI search API, optimized for AI agent use with structured search results, content extraction, and...

tavilysearchresearch+1
Mar 25, 20262.3k

SQLite MCP Server

MCP
Anthropic
83/100

MCP server for SQLite database operations with business intelligence capabilities.

databasesqlitesql+1
Mar 5, 202689.1k1 recipe

Kreuzberg

MCP
Kreuzberg
83/100

Polyglot document-intelligence framework with CLI, API, Docker, and MCP modes for extracting text, metadata, images, and...

documentsocrmcp+2
May 1, 20268.8k1 recipe

PostgreSQL MCP Server

MCP
Anthropic
82/100

Read-only PostgreSQL database access via MCP protocol.

databasepostgresqlsql
Feb 20, 202689.1k3 recipes

Mapbox MCP

MCP✓ VERIFIED
Mapbox
82/100

Official Mapbox MCP server providing AI agents with geocoding, routing, directions, and map data access for location-bas...

mapboxmapsgeocoding+2
Mar 25, 2026351

Elasticsearch MCP

MCP
Elastic
82/100

Official Elastic MCP server for Elasticsearch, enabling AI agents to run search queries, manage indices, and perform ana...

elasticsearchsearchanalytics
Mar 25, 20267021 recipe

Airtable MCP

MCP
Adam Jones
82/100

MCP server for Airtable that lets AI agents list bases, read records, create rows, and perform CRUD operations on Airtab...

airtabledatabaseno-code
Mar 25, 2026455

AntV Chart MCP

MCP✓ VERIFIED
AntV
82/100

AntV MCP server and companion skill for generating 25+ chart types, data visualizations, and presentation-ready analytic...

mcpchartsvisualization+2
May 1, 20264.3k1 recipe

Brave Search MCP Server

MCP
Anthropic
81/100

Web and local search using the Brave Search API with privacy-first approach.

searchwebbrave+1
Mar 5, 202689.1k5 recipes

Chroma MCP

MCP
Chroma
81/100

Official Chroma MCP server for ChromaDB vector database, enabling AI agents to manage collections, add documents with em...

vector-dbchromadbembeddings
Mar 25, 2026581

Stripe MCP Server

MCP
Stripe
81/100

Stripe API integration for payments, subscriptions, and financial data queries.

stripepaymentsbilling+1
Mar 9, 20261.7k3 recipes

YouTube Transcript MCP

MCP✓ VERIFIED
Freddie
80/100

MCP server that extracts transcripts and subtitles from YouTube videos, enabling AI agents to read and analyze video con...

youtubetranscriptvideo+1
Mar 25, 2026581
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