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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 8 of 8 components

Planning with Files

SKILL
Othman Adi
88/100

Structured task planning skill that uses markdown files for persistent plan tracking, progress updates, and subtask deco...

planningtask-managementmarkdown
Mar 25, 202625.9k1 recipe

Filesystem MCP Server

MCP
Anthropic
85/100

Secure file system access via MCP with configurable permissions.

filesystemfilesdirectory
Feb 15, 202689.1k5 recipes

Devcontainer Setup

SKILL
Trail of Bits
83/100

Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use whe...

skilltrail-of-bitsdevcontainer+1
May 27, 20266.4k

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

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

Memory MCP Server

MCP✓ VERIFIED
Anthropic
80/100

Knowledge graph memory server for persistent entity and relation storage across sessions.

memoryknowledge-graphpersistence+1
Mar 5, 202689.1k5 recipes

SwarmVault

MCP
SwarmClaw AI
80/100

Local-first RAG and LLM-wiki compiler with CLI, MCP server, graph navigation, search, review, and persistent markdown kn...

ragknowledge-basemcp+2
May 1, 20266362 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