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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 18 of 18 components

Terraform MCP

MCP
HashiCorp
86/100

Official HashiCorp MCP server for Terraform and HCP, enabling AI agents to plan, validate, and inspect infrastructure-as...

terraformiachcp
Mar 25, 20261.5k2 recipes

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

SQLite MCP Server

MCP
Anthropic
83/100

MCP server for SQLite database operations with business intelligence capabilities.

databasesqlitesql+1
Mar 5, 202689.1k1 recipe

Git Cleanup

SKILL
Trail of Bits
83/100

Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded...

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

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

Rubric Protocol

MCP✓ VERIFIED
0xsims
82/100

AI compliance attestation for EU AI Act, SR 11-7, HIPAA. Free local tier, no key required.

development0xsimsrubric+2
May 27, 2026

Alaya Mcp

MCP
SecurityRonin
82/100

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

developmentsecurityroninalaya+2
May 27, 202613

TridentChain Security

MCP
DevInder1
82/100

Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No upload.

developmentdevinder1tridentchain+2
May 27, 2026

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

Web App Testing

SKILL
Anthropic
80/100

Test local web applications using Playwright for UI verification, DOM inspection, browser log capture, and visual debugg...

playwrighttestingui+2
Apr 15, 2026165.9k

Browser MCP

MCP✓ VERIFIED
BrowserMCP
80/100

MCP server and Chrome extension for local browser automation that reuses the user's logged-in browser profile instead of...

mcpbrowserchrome-extension+2
May 1, 20266.9k2 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

Deep Research

MCP
u14app
79/100

Self-hostable deep research app with multi-LLM support, local knowledge base, report editing, knowledge graph generation...

deep-researchmcpknowledge-base+2
May 1, 20264.7k3 recipes

Excel MCP

MCP✓ VERIFIED
negokaz
79/100

MCP server for reading, writing, and manipulating Excel (.xlsx) files, enabling AI agents to work with spreadsheet data...

excelspreadsheetxlsx
Mar 25, 20261k

Browserbase MCP (Stagehand)

MCP✓ VERIFIED
Browserbase
78/100

Cloud browser automation MCP server powered by Browserbase and Stagehand v3 — lets AI agents navigate, click, extract, a...

browser-automationweb-scrapingstagehand+2
Jun 14, 20263.4k

Napkin

SKILL
Blader
75/100

Claude Code and Codex skill that records mistakes, corrections, repo surprises, and preferences in a local markdown memo...

memorypreferencesmistake-log+2
May 1, 20265773 recipes

Internationalization Skill

SKILL
CldKit Team
73/100

Internationalization and localization helper for extracting strings and managing translations.

i18nl10ntranslation+2
Mar 12, 20262 recipes
2 recipes