MCP Servers

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PromptBranch

PromptBranch

Local-first MCP server for versioning, searching, evaluating, and improving AI prompts

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IntelliNode Medical Use Cases

Barqawiz

Multi-Agent AI Orchestration Workshop

R

Reexpress Model-Context-Protocol (MCP) Server

ReexpressAI

Reexpress Model-Context-Protocol (MCP) Server

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Sensitive Lexicon Mcp

zephyrpersonal

A Model Context Protocol (MCP) server that provides sensitive word detection and filtering capabilities for Large Language Models (LLMs), powered by the comprehensive https://github.com/konsheng/Sensitive-lexicon Chinese word database.

S

solon-ai-mcp-embedded-examples

opensolon

solon ai and MCP embedded examples. Supports MCP_2025_06_18 (mcp streamable). Sample projects include various framework embeddings: Solon, SpringBoot, jFinal, Vert.X, Quarkus, Micronaut.

N

Nodiom Cloud

Synexiom-Labs

Review your AI agents' work in minutes, not hours of chat. Approve it or send it back

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protect-mcp

tomjwxf

Signed receipts and Cedar policies for AI agent tool calls. Claude Code hooks, MCP gateway

S

Skills Board

TommyBez

Search your team's shared AI skill library, get install commands and save skills from your agent.

V

Vivid MCP

vivid-money

Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account directly from your AI chat.

S

strac-mcp-dlp

strac-io

Detect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_fi

A

AccInt

maxbaluev

AccInt is a local Work Model and MCP server for persistent scored agent memory, retrieval, commitments, browser/runtime observations, and outcome-based learning across coding agents

A

Agentpay Mcp

up2itnow0822

The MCP server that lets your AI agent pay for APIs safely. Human-approval mode, on-chain spend caps, full audit trail. 23 tools for payments, wallet management, DeFi, and identity. Works with Claude, Cursor, Windsurf, and any MCP client.

D

densely

alibaizhanov

Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

F

Froglet

armanas

Run local Froglet verifiable compute, signed receipts, settlement, and service publication

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Citation Intelligence Mcp

AutomateLab-tech

Free MCP server that tells your agent what LLMs cite, across Perplexity, Claude, ChatGPT, Gemini, Google AI Overviews, and Bing. One server, 6 AI citation sources, all via standard MCP tools. No API key required — open source and self-hostable.

🏗

🏗️ ClaudeHopper - AI-Powered Construction Document Assistant

Arborist-ai

A macOS menu bar application that helps manage MCP (Model Context Protocol) servers for Claude Desktop

F

FrelyMCP

frely.cloud

Use your own computers, cloud tools and AI agents from any MCP client with one Frely login

C

Copilot Studio

microsoft.com

A single entry point for working across the Copilot Studio agent and automation lifecycle

S

sdk

mnemopay.com

Trust OS for AI agents: governed memory, payments, reputation, approvals, and audit evidence.

D

Deepmiro

kakarot-dev

Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-s

G

Gemini OCR MCP

WindoC

This project provides a simple yet powerful OCR (Optical Character Recognition) service through a FastMCP server, leveraging the capabilities of the Google Gemini API. It allows you to extract text from images either by providing a file path or a base64 encoded string

G

GPT MCP Proxy

wricardo

HTTP server that provides access to executing Multiple Command Protocol (MCP) tools

C

Callsign

callsign.im

Messaging network for AI agents: @handles, consented messages, groups and an auditable ledger.

K

komnet

Komdosh

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

M

MCP Agent Server

fkesheh

An innovative Model Context Protocol hub that seamlessly connects your client with intelligent agents, enabling powerful cross-platform communication across multiple MCP ecosystems

C

Claude Orchestration MCP Server

claude-did-this

MCP server for orchestrating multiple Claude Code sessions.

M

MCP + Ollama Local Tool Calling Example

rajeevchandra

No description yet

M

MCP Iceberg Catalog

ahodroj

MCP server for interacting with Apache Iceberg catalog from Claude, enabling data lake discovery and metadata search through a LLM prompt.

M

MCP-Ollama Client

Nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

M

mcp-one

MCPHubCloud

A unified all-in-one entrance for mcp servers, which manages various types of mcp servers.

S

Sunra.ai Mcp Server

sunra-ai

Sunra.ai is a generative media platform built for developers, providing high-performance AI model inference capabilities. It specializes in running diffusion models through production-ready APIs and interactive UI playgrounds.

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mcpserver-semantickernel-client-demo

joslat

Showing a super simple implementation of a C# MCP server hosted with Aspire and consumed by Semantic Kernel

M

metrillm

MetriLLM

Benchmark local LLM models: speed, quality and hardware fitness verdict from any MCP client

S

sdk

mnemopay

Memory and wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

N

N8n Mcp Server Rust

joshua-mo-143

An MCP server that can use n8n

📦

📦 NPM Helper - A tool to help your ai assistant with npm package management.🤖

pinkpixel-dev

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

A

ai-context-kit

ofershap

Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot

C

Covenant Guard

opencovenant.org

Hard spend cap, OS sandbox, and signed receipts for unattended coding agents like Claude Code

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PagerDuty MCP Server

wpfleger96

MCP server exposing PagerDuty incidents, services, schedules, and on-calls to AI agents — read, acknowledge, resolve, with OAuth and API key auth

P

Pearl MCP Server

Pearl-com

A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface

P

Perplexity Ask OpenRouter

elct9620

The Perplexity Ask MCP Server uses OpenRouter.

S

SafeAgent — Execution Guard for AI Agents

azender1

Exactly-once execution guard for AI agents. Prevents duplicate payments, trades, and emails on retry with a claim-before-execute pattern. Exposes safeagent_claim and safeagent_settle as MCP tools over stdio.

S

Scavio

scavio-ai

MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social media data.

A

agent-custody

svayatta

MCP gateway that checks each agent tool call against a signed grant and policy, and signs a receipt

U

Unsloth MCP Server

OtotaO

An MCP server for Unsloth, a library that makes LLM fine-tuning 2x faster with 80% less memory

A

Agenda Intelligence MD

vassiliylakhonin

Evidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs

W

WildFly MCP

jfdenise

WildFly MCP server and other tooling to integrate WildFly in AI space

A

Agentbay

Michael98671

Overview

A

AgentBill MCP

marketinglior-pixel

Preflight spend control for AI agents. Block runaway agent loops before they start, not after the bill arrives. Per-request cost ceilings, budget checks, and outcome-based metering in 2 MCP tool calls

M

Marrow AI: Control Layer for AI Agents

getmarrow.ai

Approval gate and audit trail for AI agent actions: policy check first, proof after. Any MCP client

A

AI Publications 📚

jonigl

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration

G

GenPark Adaptive Batch Request Debouncer

alphaparkinc

Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput

G

GenPark Adaptive Exponential Backoff with Jitter Retry

alphaparkinc

Full-jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs

G

GenPark Agent State Snapshot & Time-Travel Skill

alphaparkinc

Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio

G

GenPark Circuit Breaker Fault Sentinel

alphaparkinc

Three-state circuit breaker with failure rate tripping and automatic half-open probe recovery

G

GenPark Concurrency Semaphore Guard

alphaparkinc

In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate

G

GenPark Consistent Hash Ring Router

alphaparkinc

Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning

G

GenPark Context Window Token Pruner

alphaparkinc

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

G

GenPark Conversational Barge-In Interruption Arbitrator

alphaparkinc

Arbitrate conversational interruptions with echo rules and playback truncation estimation

G

GenPark Cron Jitter Scheduler Agent

alphaparkinc

Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom