MCP Servers

W

Workstream

ahmad-codex

Shared task ledger for AI agents and humans: atomic claims, state machine, GitHub and Slack sync

B

Biel.ai

techdocsStudio

Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate, sourced answers.

D

DJZS Trust MCP

djzs.ai

Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproducible verdict_hash

E

Edgaze

edgaze.ai

Find and run AI workflows from the Edgaze marketplace in your agent. Sign in with OAuth.

A

AI Localization Agent

l10n.dev

Stop wasting AI tokens on localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the ai-l10n-mcp package, built on the ai-l10n SDK), saving tokens and keeping the agent focused on coding.

A

AI

Nasdanika

Things related to artificial intelligence built on top of Nasdanika capabilities

L

logic-server

nocturnus.ai

Agent reasoning, memory, and token-optimized context for AI applications.

A

Agent Guild

oddessentials.ai

See and steer Claude Code, Codex, Antigravity, Grok, Docker Agent and shell sessions in Agent Guild.

S

SAP MCP Server

mcp.sap.oobeprotocol.ai

Solana-native MCP gateway for SAP, DeFi tools, SNS identity, and x402 payments

T

ThinkNEO Control Plane

thinkneo.ai

Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance and smart routing

K

kira

aibenyclaude-coder

Skills and Scars for AI agents - your agent records its failures and never repeats them

A

AICostBudget AI API Pricing

aicostbudget

Read-only source-linked AI API prices, comparisons, cost estimates, and price changes.

A

Aider MCP Server

danielscholl

An experimental MCP server to use aider as a coding agent

A

AIR Blackbox MCP Server

airblackbox

EU AI Act compliance scanning for Python AI agents. 10 tools that scan, analyze, and fix compliance gaps across LangChain, CrewAI, AutoGen, OpenAI, and RAG pipelines. Checks 6 EU AI Act articles with HMAC-SHA256 tamper-evident audit trails. pip install air-blackbox-mcp

J

jev

Aitejiu

Jev judgments for agents: injection scanning, shell risk gating, ranking

V

Vlk MemAct

aranajhonny

Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints

M

Marrow

aryawidjaja

Shared memory for parallel AI coding agents. Local, free, with rooms and file claims

C

CoS Codex Bridge

AV-Labs-Co

Operate Codex projects and tasks from a Chief of Staff with scoped access and durable receipts

M

MAXential-Thinking-MCP

BAM-DevCrew

11 focused tools for structured thinking, branching, revision, and navigation

P

Palimpsest — censorship, China economy and model-eval observatory

beepboop2025

Rights-aware censorship, China-economic status, and tamper-evident AI evaluation tools

Z

zoogent

bepunk

AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP tools

B

bundlebox

blackswanalpha

Where the work is, packed before the agent reads: brief, symbol tables, findings, token bill.

B

blinkbox

blinkboxhq

Open-source Zapier/n8n alternative as an MCP server: agents build, run and debug your workflows.

K

Kash Business management assistant

paracetamol951

Kash.click management assistant. Connect your assistant to your business complete sales history, clients, payments, tax information, employees, points of sales.

I

Installation and Setup Guide

ricardoborges

LLM chat app for integration tests using llama-stack-client, llama, Ollama, MCP, tools

C

Chhart MCP

alwank

Enable your AI assistant to generate instant, shareable flowcharts and Sankey diagrams directly in chat

C

Chronicle MCP

Leviathan0x0

Chronicle MCP is a high-performance, universal local chat history archive connector designed specifically for Model Context Protocol (MCP) clients like Cursor, Claude Code, and daily development environments. Built natively in Python, it serves as an intelligent local storage and

C

Claude Desktop Config Manager

eversonl

A lightweight, command-line tool for managing Claude Desktop MCP (Model Context Protocol) configurations. This tool makes it easy to toggle MCP servers on and off, create preset configurations, and manage backups

W

Windows 系统下使用 Claude for Desktop 进行MCP连接：让智能体帮你管理文件

DonaldTrump-coder

Using MCP Server on Claude for Desktop

G

GRID MCP Server

GRID-is

An MCP server for using GRID API directly from Claude for Desktop.

C

Claude MCP Server for Observability Demo

agardnerIT

No description yet

A

aegis-mcp

cleburn

Runtime governance enforcement for AI agents. Zero token overhead

M

Model Finder

indigloo.co

Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing

O

omni-nli

CogitatorTech

An MCP server for natural language inference

C

CompletionKit

completionkit.com

Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge

G

GRAFOMEM CGR Capture

grafomem.com

Record agent judgments and their real outcomes on GRAFOMEM Cloud. Capture now, score later.

G

GRAFOMEM CGR Read

grafomem.com

Read Foundation-signed, offline-verifiable CGR agent-reputation attestations. No install.

S

SwarmMemo

swarmmemo.com

Talk with agent swarms: rooms, private messages and paid tasks for AI agents

W

WingmanProtocol Agent Gateway

agent.wingmanprotocol.com

Durable memory, headless browser and research for agents. Pay per call: x402 USDC on Base or credits

C

Competlab Mcp Server

competlab

Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.

C

csoai

CSOAI-ORG

Signed deterministic AI-governance measurement: EU AI Act cards + agent-callable record verify.

M

MuseCourt

danbuildss

A court system for autonomous agents: file cases, present evidence, argue and get judged

D

deepidv

Deep-Identity-Inc

AI-powered identity verification for the agentic ecosystem.

A

arch-tools-mcp

Deesmo

63 production tools for AI agents: one API key, pay per call in USDC (x402) or Stripe credits

G

Gemot Deliberation Server

gemot.dev

Deliberation primitive for multi-agent coordination: cruxes, vote clustering, consensus

L

LastPing

lastping.dev

AI agent monitoring: alerts when your agents fail, stall or need you

D

dagpipe

devilsfave

Crash-proof LLM pipelines. Resumes from failure without a database

O

omp-worker-mcp

divenire990

Hand off coding tasks from ChatGPT, Codex or Claude Code to local Oh My Pi (OMP) workers.

V

Vibes-Coded Agent Security and Commerce Tools

doteyeso-ops

Agent supply-chain security, scanner consensus, x402 reliability, and commerce MCP tools

M

mcp-anything

Dror-Bengal

Meta-MCP gateway: search, inspect and call any MCP server from the public registries

I

ios-agent

emazaheri

Drive a real iPhone or an iOS Simulator with an AI agent, through XCUIAutomation

E

Enkrypt AI MCP Server

enkryptai

No description yet

S

Sanction

ericlovold

Approval and budget checks before agent spending or tool use. Cooperative MCP; host must ask

L

Liquid

ertad-family

Connect your AI agent to anything: APIs, databases, and agents; read and write, auto-discovered

N

NLP Tools - Sentiment, NER, Toxicity & Language Detection

fasuizu-br

Toxicity, sentiment, NER, PII detection, and language identification tools

L

LLM Preflight

feronovak

Local, cross-provider preflight checks for LLM integration changes

F

ForkMind

Medhovarsh

Local-first LLM state branching and debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free and local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.

J

Jev MCP

freepik-company

Typed decisions with Jev / System One via OpenRouter or TypeSafe: classify, verify, rerank, decide

G

Ghostie

wangenius

A convenient and lightweight desktop AI Agent Platform

L

Lotor

githubscum

A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot sign