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Evidence-backed tools for AI agents.

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Only tested or caveated evidence counts.

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Showing 20 of 98 components

Pop Pay

MCP
100xPercent
82/100

Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated purchases.

development100xpercentruntime+2
May 27, 20261

Python Docs MCP Server

MCP
Ayhammouda
82/100

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

developmentayhammoudapython+2
May 27, 20267

IOX Cloud

MCP
Meruada
82/100

Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.

developmentclouddeploy+2
May 27, 2026

Paper Lantern

MCP
Paperlantern Ai
82/100

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

developmentpaperlanterncode+2
May 27, 20262 recipes

Groupdocs Conversion Mcp

MCP
Groupdocs Conversion
82/100

MCP server for GroupDocs.Conversion — convert, inspect, and list supported formats via AI agents.

developmentgroupdocsconversion+2
May 27, 2026

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

PostgreSQL MCP Server

MCP
Anthropic
82/100

Read-only PostgreSQL database access via MCP protocol.

databasepostgresqlsql
Feb 20, 202689.1k3 recipes

Excalidraw MCP

MCP✓ VERIFIED
YC Tim Lin
81/100

MCP server and Claude Code skill for creating, editing, and exporting Excalidraw diagrams through an AI agent.

excalidrawdiagramwhiteboard+2
May 1, 20262.2k1 recipe

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

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

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

Hugging Face MCP

MCP✓ VERIFIED
Hugging Face
80/100

Official Hugging Face MCP server that gives AI agents access to the Hugging Face Hub for searching models, datasets, and...

huggingfacemodelsdatasets+1
Mar 25, 2026274

Cloudflare MCP

MCP
Cloudflare
80/100

Suite of official MCP servers giving AI agents natural-language control over Cloudflare Workers, Pages, KV, R2, D1, Obse...

workerscdnedge+5
Jun 14, 20264k

Google Calendar MCP

MCP
nspady
80/100

Connects AI agents to Google Calendar for reading events, creating meetings, checking availability, and managing schedul...

google-calendareventsscheduling
Mar 25, 20261.2k2 recipes

Spotify MCP

MCP
Varun Srivastava
79/100

MCP server for Spotify that lets AI agents control playback, search tracks, manage playlists, and browse your library us...

spotifymusicplayback+1
Mar 25, 2026609

Prompt Engineering Skill

SKILL
CldKit Team
79/100

Prompt optimization and engineering patterns for LLM-powered applications.

promptllmai+2
Mar 12, 2026

Google Maps MCP

MCP
cablate
79/100

MCP server for Google Maps APIs enabling AI agents to perform geocoding, place searches, directions, and distance calcul...

google-mapsgeocodingplaces+1
Mar 25, 2026410

OmniSearch MCP

MCP✓ VERIFIED
Scott Spence
79/100

Multi-engine search MCP server that aggregates results from Tavily, Brave, Kagi, Exa, and other search providers into a...

searchmulti-enginetavily+3
Mar 25, 2026339

Twilio MCP

MCP
Twilio Labs
79/100

Official Twilio Labs MCP server for communication APIs, enabling AI agents to send SMS, make voice calls, and manage mes...

twiliosmsvoice+1
Mar 25, 2026108

GraphQL MCP

MCP✓ VERIFIED
Sander Berkouwer
79/100

MCP server that enables AI agents to introspect GraphQL schemas, run queries, and explore API structures for any GraphQL...

graphqlapiintrospection
Mar 25, 20264062 recipes
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