Live React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.
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Live React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.
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Construct, inspect, visualize, and simulate evidence-backed ODE models with BioMASS
MCP server for Boolean network simulation and attractor analysis using MaBoSS
MCP server for biological network construction and analysis using pathway databases
MCP server for building, inspecting, and exporting PhysiCell and PhysiBoSS configuration files
Ask about your Home Assistant and change it from an AI chat, with your OK for risky actions.
Verifiable geospatial tools: distances, topology, isochrones, Overture Maps, with sources.
Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
Developer journal with knowledge graphs, relationships, Git context, and semantic search
Compose branded visual documents with live preview, data collections, validation, and PDF export.
Transcribe videos from 1000+ platforms or local files offline, and search across every transcript
Complete Holded Invoice API integration with 72 MCP tools for invoices, contacts, products, and more
Multi-provider Pi agent teams: parallel delegates, coordination, steering, optional recovery.
Pi agent teams on any provider: parallel delegates, forks, MCP tools; runs built to finish.
Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.
Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.
UK legal research — case law, legislation, Hansard, bills, votes, committees, HMRC, citations
Interactive PTY sessions over MCP: local shells, SSH, serial ports, and persistent remote sessions.
Query, inspect and operate RisingWave, the PostgreSQL-compatible streaming database, from an agent.
Git-backed markdown memory for AI agents; search hides superseded and archived notes.
Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor
MCP server for local SQLite database operations
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, reports
MCP server for Yandex Metrika API — web analytics, traffic, audience data
MCP server for Yandex Search API (v2, Cloud)
MCP server for Yandex Webmaster API — site analytics, indexing, search queries
MCP server for Yandex Wordstat API — keyword research for Russian/CIS markets
Local-first paper integrity checks: hallucinated citations, AI-text, plagiarism, venue guidelines.
Local code quality and security scanner: lint, types, SAST, SCA, tests, coverage.
TON liteservers over ADNL: balances, history, get-methods, non-custodial DEX and cross-chain swaps
MCP server for UI5 Web Components development assistance
Read-only market data, SEC filings and financial statements, on your own vendor keys.
Excel MCP with image extraction and write support — AI agents see and edit xlsx files
Read-only, self-hosted MCP access to IMAP email, mirrored locally and indexed by notmuch.
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
MCP server exposing the ATimeLogger REST API (activities, reports, types)
Inspect Kairon VMs, network policy and VM-edge flows from an agent. Read-only by default.
Host files from coding agents; stage on a branch and attach to GitHub PRs.
MCP server for ZenMoney personal finance app
Scans MCP servers for prompt injection, data exfiltration, and privilege escalation.
Guardrails for AI-written JS/TS: scans, weakened-test checks, package checks, verify before done.
Validate VAST, VMAP, and DAAST ad tags against IAB specs. 246 rules, pure Rust core.
Rosetta/PyRosetta protein modeling and Biotite translation for computational biology
Privacy-first Google Health API MCP server for health, sleep, activity and HR agents
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, and more.