AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
Aviation Accident Analysis MCP
Aviation accident report parsing and prompt generation service under the SHELL framework.
Azure MCP Server
All Azure MCP tools to create a seamless connection between AI agents and Azure services.
BetaDrop
Publish iOS and Android builds to testers and manage share links from an AI coding agent.
ChainMemory
Persistent cross-model memory for AI agents: verifiable, portable, client-side encrypted.
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Entroly
Context Assurance for AI agents: context engineering, AI cost optimization, verification.
ezstat-mcp-server
Track and query EzStat metrics from Claude, Cursor, or any MCP agent. StatHat-compatible.
formlab-mcp
Read-only MCP for FormLab — talk to your local lab notebook via Claude. Data stays local.
google-ads-intent-mcp
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.
Graph-Mem
Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
GraphPilot
Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.
HIG Doctor
Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
HOI4 Agent Tools
Analyze HOI4 events, tech trees, AI weights, and MTTH; build focus trees, GUIs, and maps.
ironclaw
Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.
isitdisposable-mcp
An MCP server that lets AI agents check whether an email address or domain is disposable.
Job Search MCP
Claude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.
Lumae
Cut, zoom, caption and export Lumae screen demos from an agent. Requires Lumae for macOS.
mapsmith
Deterministic GIS geoprocessing for AI agents, with verifiable provenance on every output
mcp
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and any device.
mcp
AI-summarized filings from 7 markets with special-situations screens, for research agents
mnema
Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.
Mnemosyne OS
Memory the human governs, on their own machine, plus what other coding agents here wrote.
Moira
Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.
NannyKeeper Household Payroll & Taxes
Calculate US household employer (nanny) taxes + run payroll via AI agents. All 50 states.
pdffr
Local, private PDF to Markdown for agents: geometry-first parsing, OCR only where needed.
Perplexity Agent
Multi-step web research with citations via Perplexity's Agent API. Standard library only.
pudge-ui
Query pudge-ui — 93 skeuomorphic 2000s-era UI component specs — for coding-agent context.
Raposa Aval — human approval
Human approval for AI agents: a named person approves or rejects, silence is not consent.
Remote OpenClaw
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.
Rhizome MCP
Local-first MCP server for task tracking and coordination of autonomous AI coding agents.
seedance-prompts-mcp
Search, audit and compose AI video prompts — 150 of them, each rendered into a real video
serpjet-mcp
Google SERP API for AI agents. 10 result types incl. shopping. 1,000 free searches/month.
SIMA MCP Server
Read-only MCP server for SIMA Solana AI agent protection discovery. No API keys required.
Site-Shot
Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal
SkeletIQ
Hand a released SkeletIQ architecture to a coding agent: brief, build order, drift check.
specmate
BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis.
stipend.sh
Non-custodial USDC wallet on Base with spending limits enforced in code, not in a prompt.
storylenses
RemoteAI cover letter generation for agents. Job analysis, profile matching, narrative letters.
Strategic Agent Reasoning MCP
Strategic BDI reasoning engine for autonomous AI agents — goals, utility, and replanning.
Vizier Guard
Deterministic authorization and security guard for AI agent actions with signed receipts.
watch-skill
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
x402 Trinity
Give an agent a wallet. Pays for x402 resources within hard limits. Base + USDC, gasless.
A11Y Toolkit
The accessibility layer for AI coding agents: audit, fix, document and watch - WCAG 2.2.
ac-jobs
Admission gate for AI agents: submit a step, get admit/hold/reject vs your constitution.
Agent Core
Deterministic computation tools for AI agents. Zero dependencies, no network, read-only.
akf
Trust metadata for AI agents — check files before building on them, stamp verified work.
BackBond Agent Scan
Vet MCP tool manifests before attachment; returns block, review, or no blocking finding.
blackwall
API-key pre-action risk gate: any irreversible agent action (money, SQL, delete, email).