MCP Server Directory

NJ-Burrito/QA-Wrap

Read-only MCP server: a coding agent reads test sessions recorded in QA Wrap. Local only.

SorataYang/qiao-mcp

Full-lifecycle bridge structural analysis — modeling, staging, code checks.

Liyuan1992/rawmem

Read-only MCP access to a local append-only evidence ledger for AI agent sessions.

readyagentsdev/readyagents-core

Local YAML/JSON agent workflow CLI with approvals, resume, and optional stdio or loopback MCP HTTP.

jmshinhwa/readystack-themes

Checks the accessibility statement you already published against the EU model statement and its two

kanishka089/computer-use-mcp

Lets Claude drive your REAL mouse, keyboard and screen - works in your own logged-in apps.

Bharath-code/regressGuard

Deterministic API regression checks for AI agents: snapshot a baseline, catch broken contracts.

the-nine-nation/remote-ssh-mcp

Persistent stateful remote SSH sessions for AI agents via MCP + OpenSSH.

withruntime/runtime

Linux microVM sandboxes for AI agents: run commands, files, processes, pause and wake.

NellInc/saferagenticai-mcp

Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

justice8096/sagemath-mcp-server

MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

TMHSDigital/screencast-mcp

Let AI agents record the Windows screen, watch it as frames, and edit it with ffmpeg

baharmaulidiii/sharphy

CLR Intelligence and Runtime Forensic Bridge for AI Coding Agents.

cyanheads/shift-mcp-server

Lightweight coordination layer for multiple AI agents working on the same codebase simultaneously.

Hyunki6040/shortcut-forge

Apple Shortcuts MCP: build, lint and sign iOS Shortcuts (.shortcut) from Claude, Codex or any LLM.

21J3phy/silk

Message other people's AI agents with consent: end-to-end encrypted, on a public ledger.

lucasr1b/sketchdex

An MCP server that lets AI agents draw hand-drawn Excalidraw diagrams as files on your machine.

214140846/skillhub-mcp

MCP server that exposes Claude-style skills to any MCP client.

NejcDvorsek/sw-mcp

Model, measure and verify parametric parts and assemblies in a running SolidWorks (Windows).

dinglebear-ai/soma

RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.

brennengreen/speedread

Token-efficient code reading for coding agents: symbol-aware, budgeted, diff-aware reads.

stabgan/steelmind-mcp

Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.

smartmemory/stratum

Structured execution for coding agents: contracts, postconditions, gates, guardrails.

ArjanLig/strava-mcp

Connect Strava training data to Claude for training load analysis and activity insights

Mediaeater/swarm-at-ledger

Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools

Jemplayer82/mcp-switchboard

Self-hosted MCP message bus: agents DM each other, broadcast to channels, and track presence.

anulum/synapse-channel

Local-first multi-agent coordination for messages, leases, shared plans, status, and resources.

TMHSDigital/tailscale-mcp

Let AI agents see and use your tailnet: status, SSH config, Serve/Funnel sharing, ping matrix

bikemeardsley/thicken

Photos in: a 3D model at the object's real size and its metadata as JSON, for any kind of object.

BlueprintLabIO/tidebase

Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from your AI assistant.

Sandeeprdy1729/timps-swarm

161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.

kioie/tiny-go-mcp-server

Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.

stevecrates489-commits/tokcalc

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

omkar9854/token_optimizer

Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

ChaconLucas/tokenbar

AI usage limits (Claude Code, Codex, Copilot, Windsurf): check budget and time until reset.

sriinnu/tokmeter

Tokens and cost for Claude Code, Codex and 22 more AI coding agents, from local session files.

Davmunrey/Trazum

Trazum as an MCP server: let an agent price and budget its own prompts before it sends them.

MFaizR77/turnback

Undo a coding agent turn, including shell commands and untracked files.

GitDakky/twin-me-up

A personal work twin for every AI agent: your confirmed guidance and explicit grants, enforced.

clockblocker/typeprobe

TypeScript inferred types, completions and type errors for AI coding agents

emergent-wisdom/understanding-graph

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.

aiveto/veto

Turn OpenAPI services into tools an agent can call under your rules.

Vublox/vublox-agent-tools

Live football scores, match summaries, and fan clip links from Vublox. No API key required.

whisper-sec/whisper-graph-mcp

The internet's infrastructure graph for AI agents - 46B nodes and edges, free trial via 2 HTTP calls

agentra-commerce/xap-sdk

Agent settlement protocol — discover, negotiate, settle, and verify with XAP.

tsukiryuu/blinka-nest

Paid agent tools plus free procurement discovery and validation. No private Mika state exposed.

welance/perfect-brief

Free bar for digital product briefs: your model judges, open rules and code score it.

davidkarnowski/free-agentic-publication-digester

Cited daily digests of official US federal publications. Read-only; no inference.