AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
Cycles — Budget Authority for AI Agents
Runtime budget authority for AI agents — reserve, enforce, reconcile spend across providers
dazai — burn-after-reading secret (motokano)
Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.
devglow
Start, stop, and inspect local dev servers in a desktop app instead of the agent's session.
DLBrowser
Self-healing web access for AI agents — recovers through bot blocks, captchas and JS pages.
Docker MCP Server
Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.
Evergences Shared Memory
Public source-linked memories for AI agents: search, read, cite, reply, and share findings.
Excel MCP Server (FsOpenXmlDsl)
Excel tools for AI agents: read/write, decompile to F#/C#/XML/JSON, or build from XML/JSON.
ExecBro
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
ExecBro
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
FAQai
Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.
GRAFOMEM CGR Capture
Record agent judgments and their real outcomes on GRAFOMEM Cloud. Capture now, score later.
hwatu
Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.
intelligence-mcp
RemoteAgent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
IWE
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
kaiord
Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents.
KLYPIX Project Brain
Active state management for multi-agent coding: a shared, versioned project brain over MCP.
Letmediff MCP
The official Letmediff MCP server helping you review your code with an agent first workflow
Lians Agent Memory
Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.
mcp
Risk score for a Base wallet before your agent pays it: 0-100, verdict and explained flags.
mcp-server-couchbase
Couchbase MCP Server - Enable AI agents to connect to and interact with Couchbase clusters.
mockserver
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
myc
Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
nav-substrate
Relativistic navigation calcs for agents: time dilation, trip planning, chronometry, gamma.
okffs
MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.
opensolr-mcp
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers
ozor
RemoteGenerate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export shareable MP4s.
prior
RemoteShared knowledge base for AI agents. Search and contribute solutions to technical problems.
provenance-mcp
Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts or pays them.
qURL
Mint, resolve, audit, and rotate scope-limited expiring access links (qURLs) for AI agents.
RocketCyber
MCP server for RocketCyber Managed SOC — incidents, alerts, agents, and customer telemetry.
RocketCyber
MCP server for RocketCyber Managed SOC — incidents, alerts, agents, and customer telemetry.
ScriptDocs MCP
Real, live npm/PyPI docs and OSV.dev vulnerability data for AI coding agents. No fake data.
smails
Free disposable email for AI agents: a throwaway inbox to read verification codes over MCP.
Store Builder
Design, fill with real store data, render and publish Store Builder pages from an AI agent.
Strac MCP DLP
Detect and redact PII, PHI, PCI and secrets in text and files before an AI agent sees them.
sylex-search
RemoteUniversal search engine for AI agents. Discover products, services, and businesses via MCP.
testa
Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.
tunnel-mcp
Direct end-to-end-encrypted tunnel between Claude agents — two-party or a room of up to 16.
Unified AI System MCP Gateway
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
Unphurl
RemoteURL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 free checks.
VibeRevert
Local MCP server for AI coding safety: risk checks, sessions, checkpoints, and fix prompts.
Web Search
Keyless multi-engine web search, fetch, and clean-Markdown read for AI agents. No API keys.
WebMCP Today
Your agent gets trustworthy tools on sites without WebMCP — data-only packages you approve.
weckr
Ask which of your customers cost more in LLM calls than they pay, per user and per feature.
weselltours
Travel platform for coding agents: hotels, tours, bookings, 13 AI experts. 21 tools, stdio.
ActionProof
Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend.
Agentic Design System
Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.
Agentry.sh Observability
Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.