MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
rrubocop
Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools.
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI agent.
Agent Blueprint
Explore and download AI agent blueprints as Agent Skills directories for coding agents
io.github.agent-polis/impact-preview
Impact preview for AI agents - see what changes before any action executes.
io.github.agente-dev/wfirma-mcp
Unofficial read-only MCP server for the wFirma API v2: invoices, contractors, expenses, payments.
MCP policy proxy: enforces a code of conduct across connectors before the upstream is called.
Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.
ChartPane
Renders interactive Chart.js charts and dashboards inline in AI conversations.
Thoth
Read-only MCP over an agentic SLR workspace with per-claim citation verification
aide-memory
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.
Aileron Journal
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
io.github.airblackbox/air-blackbox-mcp
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
ShipASO
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress
DeltaSignal ATLAS-7
SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402, and MPP.
Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.
Artha Council
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
CiteNexus
Search scholarly sources, verify references, and export citations with traceable evidence.
Depot (depot.dev)
Read-only MCP server for Depot (depot.dev): CI failure diagnosis, build forensics, and usage.
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.11).
RTBlint
Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core.
Arcus Agent Gateway
Read-only MCP gateway to 194 tokenized US equities on Robinhood Chain: quotes, holders, whale moves.
Aster Agent Gateway
Read-only MCP gateway to Aster DEX: 24/7 gold, oil and equity perps, funding with real intervals.
dYdX Agent Gateway
Analytics-only MCP gateway to dYdX v4: auditable trader PnL, funding and OI detectors. No keys.
Read-only MCP gateway to Hyperliquid: liquidation distance, funding carry, HyperEVM flows. No keys.
Personal finance by conversation: expenses, receipts, statement import, budgets, net worth.
Frontend Design Loop MCP
Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
AIMarket MCP Gateway
Stdio + HTTP MCP gateway: SSRF-hardened web_fetch, web_search, metis_verify, market_search.
AIMarket MCP Packager
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.