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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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AI music generation
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Showing 20 of 313 components

Air

MCP✓ VERIFIED
10iii
82/100

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

development10iiioptimized+2
May 27, 2026

Claude Skills Marketplace

SKILL
Ali Reza Rezvani
82/100

Large multi-domain Claude Code skills collection covering engineering, marketing, product, compliance, and executive adv...

skill-librarymarketplaceengineering+2
May 1, 202623.7k

Docvet

MCP
Alberto Codes
82/100

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

developmentalbertocodes+2
May 27, 20269

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

PixdataOrg Coderide

MCP
PixdataOrg
82/100

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

developmentsmitherypixdataorg+2
May 27, 20262

eCFR

MCP
1102tools
82/100

Electronic Code of Federal Regulations including FAR and DFARS. 13 tools.

development1102toolsecfr+2
May 27, 202614

Microsoft Access Database

MCP
Unmateria
82/100

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

developmentunmateriamsaccess+2
May 27, 202647

CloudClaw

MCP
Mkc909
82/100

AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.

cloudmycloudclawcloudclaw+2
May 27, 2026

Codebase to Course

SKILL
zarazhangrui
82/100

Transforms a codebase into structured educational content, generating course outlines, lessons, and HTML-based learning...

documentationcourseeducation+1
Mar 25, 20265.3kTry Live

Browser

MCP
Cherchyk
82/100

MCP server for loading authenticated web pages using Chrome DevTools Protocol

developmentcherchykbrowser+2
May 27, 20268

Fedramp Docs Mcp

MCP
Ethanolivertroy
82/100

Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.

developmentethanolivertroyfedramp+2
May 27, 202618

ImRonAI Mcp Server Browserbase

MCP
ImRonAI
82/100

Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…

cloudsmitheryimronai+2
May 27, 2026

Regulations.gov

MCP
1102tools
82/100

Regulations.gov rulemaking dockets, documents, public comments. 8 tools.

development1102toolsregulations+2
May 27, 202614

Smithery Ai Github

MCP
Smithery Ai
82/100

Access the GitHub API, enabling file operations, repository management, search functionality, and…

developmentsmitheryaccess+2
May 27, 2026

Jcodeharness Mcp

MCP
Clauxel
82/100

A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and

developmentclauxeljcodeharness+2
May 27, 2026

Byte Protocol

MCP✓ VERIFIED
0rkz
82/100

Per-byte USDC data feeds + oracles for AI agents on Arbitrum. Verifiable, no token, no API keys.

development0rkzbyte+2
May 27, 20261

Context7

MCP
Upstash
82/100

Pulls version-specific library documentation and code examples directly into your LLM's context window, eliminating hall...

documentationllm-contextdeveloper-tools+1
Jun 14, 202660.2k

Browser Gateway

MCP
Browser Gateway
82/100

AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.

developmentbrowsergateway+2
May 27, 20266

Mcp Observability Server

MCP
Gagandeeppra
82/100

MCP server for querying logs from observability platforms with unified search and tracing

developmentgagandeeppraobservability+2
May 27, 2026

substack-ops

MCP
06ketan
82/100

Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. No API keys.

development06ketansubstack+2
May 27, 20261
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