1,979 servers in AI Agents & Coding Agents
Metrillm
MetriLLM/metrillm
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
Northwestern University Libraries Digital Collections API
nulib/dc-api-v2
Agent integration with the Northwestern University Libraries Digital Collections API
PEAC Protocol
peacprotocol/peac
Portable signed records for agent, API, MCP, and cross-runtime interactions.
Pseudonym
woladi/pseudonym-mcp
Locally pseudonymizes sensitive text before cloud LLM work and restores the tokens afterward.
Serial
qarnet/serial-mcp
MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.
SkillOS
Joshanihub/SkillOS
SkillOS MCP Runtime exposes the SkillOS skill registry as activatable MCP tools for AI agents.
Staruml
ezrabrilliant/staruml-mcp
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
UI Registry
mrityunjay-tiwari/ui-registry-mcp
Live access to 12 shadcn-style component libraries so agents compose UI from real components.
Riza
riza-io/riza-mcp
Arbitrary code execution and tool-use platform for LLMs by Riza
Preflight
preflight-dev/preflight
Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and cost estimation.
Covenant Guard
open-covenant/covenant
Hard spend cap, OS sandbox, and signed receipts for unattended coding agents like Claude Code.
Datris
datris/datris-platform-oss
The data control plane for AI agents — acquire, validate, land, and query data over MCP.
Debuganything
shreyassaw5394/debuganything
Observe any running process from your agent. strace, py-spy, perf, lsof, tcpdump as evidence.
FaxSeal
grichardomi/mcp-server
Send, receive, and verify faxes from AI assistants and agents via FaxSeal.
fs-mcp-rs
nihmadev/fs-mcp-rs
A fast, configurable filesystem server for the Model Context Protocol (MCP), written in Rust.
GunsNPrices
gunsnprices/gunsnprices-mcp
Parse gun and ammo titles (model, caliber, cost per round); find GunsNPrices price comparison pages
Hunch
davesheffer/hunch
Shared records for AI agents: engineering decisions, bug history, rules, and work state through MCP.
Kotlin & Java Library Sources
aoreshkov/kotlin-lib-mcp
Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents
Loomle MCP for Unreal
loomle/loomle
Structured, verifiable Unreal Engine editing for AI agents.
MELRA
XAGI-Lab/melra
Local MCP runtime for policy-governed, verified agent actions with durable receipts.
Perforce Agentic Gateway
perforce/perforce-agentic-gateway
Local MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode
Procm
coder-ka/procm-mcp
A Model Context Protocol (MCP) server for process management.
Scorecard
davidmosiah/mcp-scorecard
Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.
Stepgate
Chaarangan/stepgate
Agents can't skip steps: runs gated stepfiles on the client's own model.
Vynix
UseVynix/vynix-mcp
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.
Backup
hexitex/MCP-Backup-Server
Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc
TeamCity
itcaat/teamcity-mcp
MCP server for TeamCity, integrates with Claude Desktop and Cursor.
Agent Webbridge
jeet-dhandha/agent-webbridge
Drive your real, logged-in Chrome (many profiles, parallel tabs) from any MCP client. Local only.
Agents Party
1gr14/agents-party
One encrypted channel where Claude Code, Cursor, Codex and any other agent talk to each other.
AvaKit
mericcintosun/AvaKit
Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state.
BLEA
Nitmi/blea
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
CodeClone
orenlab/codeclone
A structural review layer for Python — baseline-aware, deterministic, built for CI and AI agents
Cogmemory
skylarng89/cogmemory-mcp
CogMemory MCP Server — Unified context subsystems for AI coding agents
ctxlint
YawLabs/ctxlint
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase
Electron Stagewright
electron-stagewright/electron-stagewright
Agentic UX testing for real Electron apps: launch, inspect, interact, and assert through MCP.
Justdrop
Managed-Digital-LLC/justdrop-mcp
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and any device.
Kvm Pilot
DustinTrap/kvm-pilot
Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, verified, audited.
Lingua Universale
rafapra3008/cervellaswarm
Verify AI agent communication with session types and formal proofs
Magnifica.family Pope Catholic AI Compass
a-church-ai/magnifica-family
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Humanitas.
Mcacp
Oortonaut/mcacp
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
MNE
Exekiel179/MNE-MCP
MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol
Qseow
rmterenzi/qseow-mcp
Agent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build.
Blind Auditor
Sim-xia/Blind-Auditor
Make AI self-correct its generated output through prompt injection, independent self-auditing and context isolation.
Claude Codex Bridge
umum-ai/claude-codex-bridge
Run Codex agents from Claude Code through MCP and Channels, with live progress notifications, mid-task steering and session continuation.
Postbag
parasxos/postbag
Letters between existing Claude Code and Codex sessions on one machine: join a named bag, send through each agent's native input, read one append-only ledger, leave when done.
Accessibility Scanner
Bishop81/accessibility-scanner-mcp
Scan any URL for WCAG accessibility issues (axe-core) and get per-element fixes for an AI agent.
AgentGo
Nishkalkashyap/agentgo
Run Codex and Claude Code on your computer from an MCP client, and track or continue their runs.
AIContextBuilder
gregordadera/aicb-roslyn-mcp
Symbol-aware C# and .NET code context for AI coding assistants.