Development

memtrust

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Independent, reproducible benchmark harness for agent-memory backends.

masterytrace

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wraps the MasteryTrace CLI as a single generic MCP tool for skill-mastery tracking.

llmscout

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.

inferbench

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

haltproof

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.

graphkeeper

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

freelancer-payment-protection

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.

evolveguard

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.

electronics-rfq-agent

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

AI quoting agent for electronics distributors.

deskcert

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Evaluates whether an AI agent is safe to operate internal web apps via an MCP runsuite tool.

continuityguard

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wraps the ContinuityGuard CLI as a single generic MCP tool for video-clip continuity scans.

computeledger

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Signs, hash-chains, and verifies compute usage receipts via an MCP server, no issuer trust required.

auditreach

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.

agenticworkspace

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.

agent-observability

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

AI agent observability with deterministic record/replay for debugging agent failures.

agent-eval

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

devicecloud

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

deepviews

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Free financial data: company analysis, DCF, comps, benchmarks, screening.

Ikenga iyke (control bridge)

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigate, screenshot.

FlashBank

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitrum and Sepolia.

rosentic

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Deterministic cross-branch conflict detection for AI coding agents

Dendro React

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

React codebase semantics for AI agents, with a VS Code visualizer you both share.

finance-intelligence-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Personal finance MCP server with budgeting, analytics, and PostgreSQL.

AI Price Index

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Read-only, zero-key MCP server for point-in-time AI model API prices.

cli2mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.

hotelbooking-ai

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

RollingGo Hotel Booking MCP Server (Global/AI Edition)

hotelbooking

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

RollingGo Hotel Booking MCP Server (国内中文版)

optics-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP Server for Optics Design System documentation and token usage.

X (Twitter)

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search, read and publish X posts and manage users, lists and media via the X API v2.

MCP Retrieval

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown.