MCP Servers

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PumpFun MCP Server

1500256797

A context processing service based on large language models for handling and generating transactions and query requests related to the PumpFun protocol. It serves as an intelligent middleware layer that understands user intent and converts it to corresponding on-chain operations

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Pushary: human-in-the-loop for AI agents

Pushary

Human-in-the-loop for AI agents: ask a person and get approvals or answers by push notification

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putput-mcp

putput-io-dev

File uploads for AI agents. Upload, list, and manage files. No signup required

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Image Generation MCP Server

pvliesdonk

MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or placeholders

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Paperless MCP

pvliesdonk

Paperless-NGX over MCP: search, read, upload and tag documents; manage correspondents and types

A

Azure MCP Server

JCallico

An Azure MCP Server

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PydanticAI MCP Experiment

eschmidt42

Minimalist examples to provide your own MCP servers to your local llm models.

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pydantic-ai-researcher

ibagur

pydantic-ai-researcher is a research system that orchestrates an asynchronous loop between two specialized agents: a research agent and an evaluator agent. The research agent answers complex queries using external MCP servers, while the evaluator agent assesses and refines these

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PyGithub MCP Server

AstroMined

No description yet

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Python (MCP) Filesystem Server

hypercat

This is a robust Python-based MCP Filesystem Server. It enables AI models and applications to securely interact with the host system's file directories through a defined set of tools, allowing for operations like reading, writing, moving, and listing files and directories.

T

This package has been merged into official repo, please use the official repo instead.

ai-zerolab

MCP server for pymupdf4llm, best pdf2md for LLM

D

DeFi Quant Yield & Risk Engine

Pyrochem

Quantitative DeFi carry ROE, borrow kink slippage & risk simulation across 6 protocols.

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Pytest Mcp Server

tosin2013

A Model Context Protocol server for debugging pytest failures using systematic debugging principles.

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Pythia The Oracle

eyloni

An oracle for machines that need to think sideways. Feed it a creative problem; it returns something you can't quite explain but can't stop using. Three free consultations

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pythia-oracle-mcp

pythia-the-oracle

Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink

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Python Runner MCP Server

taiji1985

A MCP server of python runner.

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Python Interpreter Mcp

bimalpaudels

A Model Context Protocol server providing simple features to automate Python script execution via LLMs

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Python MCP Server Template

Killian0812

No description yet

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Python Mcp Server Sample

0shimax

No description yet

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Qase MCP Server

RayYokoyama

No description yet

Q

QuickBooks Desktop MCP Server

alfork

No description yet

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qBittorrent MCP

Igloo302

This project provides a Python client that interacts with QBittorrent WebUI through the MCP protocol, making it easy to manage torrents in QBittorrent.

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Q-CLI MCP Memory Server

gengisb

An MCP server implementing a memory feature for Q CLI

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qdrant-mcp-local

hirokita117

Docker Compose configuration for easily launching Qdrant and MCP-server-qdrant in a local environment

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Qdrant MCP Server

Jimmy974

No description yet

Q

QED

onebit0fme

Scores your writing against quality profiles—per-trait breakdown, deterministic, sub-second. No auth required

A

agentdrop-mcp-server

qFlav

MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network

B

bizdays

qinisolabs

Verified business-day math for AI agents: holidays + per-country weekends, not guesses.

F

floodwise

qinisolabs

England flood-risk by postcode for AI agents — verified Environment Agency data, not guesses.

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icdwise

qinisolabs

Verified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.

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Qiniso

qinisolabs

Deterministic fact verification for AI agents — checksums & curated data, not guesses.

C

CoinCryptoRank MCP

qqdd27

Real-time crypto market data, funding rates, arbitrage and trading tools from 60+ exchanges.

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QrMakerIO

QrMakerIO

Generate styled QR codes, manage dynamic short links with analytics, and publish landing pages.

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青提mcp

aegean-org

QingTi MCP connects the QingTi academic database to different AI assistants through Model Context Protocol (MCP), enabling natural language-driven professional academic queries.

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q402-mcp

quackai-org

Q402 - gasless payments, yield, escrow, bridge & NAV triggers on 12 EVM chains. Sandbox-default

Search, save, and export from a database of 220M+ B2B contacts. Filter by job title, seniority, industry, location, company size, and more.

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qualien-mcp

qualienai

MCP gateway for QA/SDET work: Playwright, files, GitHub, Jira, Postgres & more in one connection

H

hivemind

QuantuLabs

Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.

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Symphony

QuanuX

Inspect and administer a configured Symphony installation through its qxctl contracts

B

Basic MCP Server Tool

burrsutter

No description yet

Q

QuerySculptor

flinstonedev

QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation and schema introspection.

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Quip MCP Server (TypeScript)

zxkane

A Model Context Protocol (MCP) server for fetching Quip documents, featuring support for both stdio and streamable HTTP transports. It offers native deployment to AWS serverless stacks and AgentCore

S

shipfast-mcp

QuocTang

Quy trình theo wave giữa PO và AI: khung tài liệu, skill, scaffold, nâng cấp three-way merge

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Quorel - Web Data MCP

var-raphael

Quorel turns any public website into a versioned, queryable API. Define a schema once in plain English, and Quorel extracts, structures, and refreshes the data nightly, full version history, diffs, and rollback included. The MCP server lets Claude or any agent browse datasets.

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Quotewise

quotewise

Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions

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qyweixin_bot_mcp_server

zuojianghua

Enterprise WeChat group notification bot

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NanoPDF

R09722akaBennett

AI-powered PDF editing and generation MCP server using Gemini Pro.

R

R2 Upload MCP Server

leonho

Cloudflare R2 Upload MCP Server.

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rabbitmq-mcp

kmitchell

An MCP server for RabbitMQ HTTP API.

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RaceHooks

racehooks

Predictive models and analytics for motorsport — race intelligence delivered to your endpoint.

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Progressor

racstan

Keeps an AI coding agent on its plan across context compression, with a live local dashboard

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grantd

rafavecchi

Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.

K

kronicle-lite

rafe-walker

Hash-chained local document store with signed receipts and an orient protocol for stale agent memory

S

seo-stack-mcp

Raffaele86

The complete open-source SEO data stack for AI agents: 7 sources, 86 tools, one MCP server

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ragflow mcp server

xiangmy21

A MCP server to retrieve documents from ragflow.

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SaaS Puppy

rahulparathy

Look up or compare free-tier developer tools, with the catch spelled out.

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isitdone

raimondasl

Make a coding agent prove it: run the repo's real tests, typecheck and lint before it says done.

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quellgeist-commits

Rajeev-Shyam

Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage)

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quellgeist-logs

Rajeev-Shyam

Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage)

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quellgeist-metrics

Rajeev-Shyam

Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage)