AI & Machine Learning MCP Servers

Context7

upstash

48.2k

Boost your AI code assistant with Context7: inject real-time API documentation from OpenAPI specification sources into y

Knowledge Graph Memory

anthropic

80.5k

Build persistent semantic networks for enterprise & engineering data management. Enable data persistence and memory acro

Ollama

rawveg

143

Integrate Ollama's local LLM models for secure, on-premise AI and data control with MCP-compatible apps. Deploy custom m

Llama.cpp Bridge

openconstruct

8

Llama.cpp Bridge connects local llama-server instances to MCP clients, enabling chat, health checks, and flexible llama.

Blender

ahujasid

17.6k

Connect Blender to Claude AI for seamless 3D modeling. Use AI 3D model generator tools for faster, intuitive, interactiv

RAG Memory

ttommyth

44

Enhance persistent memory with RAG Memory, merging Pinecone vector database and vector search with knowledge graph relat

n8n Workflow Builder

ifmelate

50

n8n Workflow Builder is a powerful workflow automation software and flow chart builder for easy, secure workflow creatio

Penpot

montevive

223

Integrate Penpot with electronic design automation software for browsing, retrieving, and exporting UI designs easily us

Qwen Code

jaggerxtrm

3

Enhance your codebase with Qwen Code, a leading code quality analysis tool offering advanced CLI integration and automat

Video Edit (MoviePy)

aditya2755

12

MoviePy-based video editor for fast trimming, merging, resizing, effects & YouTube downloads—an alternative to Clip Cham

Ollama

emgeee

31

Connect MCP with Ollama for local large language model inference, text generation, and model management—no cloud APIs re

Basic Memory

basicmachines-co

2.6k

Basic Memory is a knowledge management system that builds a persistent semantic graph in markdown, locally and securely.

Memory Bank

hoppo-chan

17

Memory Bank offers persistent project context with structured markdown files, workflow guidance, and automatic timestamp

Video & Audio Text Extraction

sealingp

9

Transcribe for YouTube and other platforms. Extract accurate transcript of a YouTube video for accessibility, analysis,

Think Tool

abhinav-mangla

16

Think Tool is a powerful knowledge management system for explicit reasoning, policy verification, and safe knowledge dat

Nano-Banana (Gemini 2.5 Flash Image)

conechoai

112

Generate and edit images from text with Nano-Banana, an AI image generator powered by Gemini 2.5 Flash. Fast, seamless,

Dual-Cycle Reasoner

cyqlelabs

9

Dual-Cycle Reasoner enables agents to detect repetitive behavior, diagnose failure causes, and recover with advanced met

Structured Thinking

promptly-technologies-llc

26

Enhance decision making with structured reasoning and transparent, step-by-step problem solving, ideal for collaborative

Memory Bank

movibe

46

Memory Bank: A TypeScript server for persistent, markdown-based project memory management and session context tracking a

Ultra (Multi-AI Provider)

realmikechong

268

Ultra (Multi-AI Provider) unifies OpenAI, Gemini, and Azure models, tracking usage, estimating costs, and offering 9 dev

Unity

IvanMurzak

1.2k

Empower your Unity projects with Unity-MCP: AI-driven control, seamless integration, and advanced workflows within the U

Sequential Story

dhkts1

15

Explore Sequential Story for advanced problem solving techniques and methodologies using narrative or Python-based struc

LlamaIndex

sammcj

77

LlamaIndex integrates LlamaIndexTS to deliver AI question answer and code generation with top LLM providers for document

In Memoria

pi22by7

156

In Memoria delivers persistent code analysis via hybrid Rust-TypeScript, using Tree-sitter for abstract syntax tree Pyth

Claude Skills

k-dense-ai

341

Claude Skills offers advanced GitHub search to find coding skills using semantic retrieval in bioinformatics and data an

ElevenLabs

elevenlabs

1.2k

Unlock powerful text to speech and AI voice generator tools with ElevenLabs. Create, clone, and customize speech easily.

A2A Bridge

gongrzhe

143

A2A Bridge enables agent discovery and task management by bridging Google's protocol with MCP, supporting shortest path

Chroma Working Memory

djm81

26

Chroma Working Memory offers a persistent, searchable 'second brain' for developers with ChromaDB, codebase indexing, an

ChatGPT macOS App

cdpath

17

Interact with the ChatGPT macOS App using AppleScript automation to send prompts effortlessly without switching interfac

DuckDuckGo Search

misanthropic-ai

13

DuckDuckGo Search offers web, image, news, and video search with safesearch, region, and time filters for secure browsin

Think

marcopesani

24

Think offers a dedicated thinking space for step-by-step analysis, memory retention, and encouraging feedback on complex

ImageGen

writingmate

9

Generate stunning AI images with ImageGen, a unified AI image generator supporting DALL-E, Gemini & more, with smart par

Gemini 2.5 Flash Image

nanameru

3

Gemini 2.5 Flash Image is an AI image generator for text-to-image creation, editing, and style transfer using artificial

AntV Visualization Libraries

antvis

36

Discover AntV Visualization Libraries for smart documentation, code examples, and best practices in g2, g6, l7, x6, f2,

Memory Plus

yuchen20

52

Memory Plus is a lightweight, local RAG memory store for MCP agents to record, manage, and visualize persistent memories

TypeScript Refactoring

mizchi

440

TypeScript Refactoring offers advanced TypeScript/JavaScript code analysis and intelligent refactoring for seamless and

SuperAgent

superclaude-org

13

SuperAgent is artificial intelligence development software that orchestrates AI agents for efficient, parallel software

Reddit Research

king-of-the-grackles

91

Extract structured insights from Reddit with full citations — fast, searchable analysis for research, teams, and reporti

PubMed Research

aringadre76

6

Search PubMed for biomedical papers, retrieve abstracts and metadata, generate citations in multiple styles, and track c

Qdrant

qdrant

1.3k

Qdrant is a powerful vector database for AI systems to store and retrieve vector-based memories with advanced vector sea

ROS MCP Server

robotmcp

1.1k

Control any ROS1 or ROS2 robot with natural language using ROS MCP Server—AI-powered, code-free, real-time monitoring an

UniProt

josefdc

2

UniProt — access complete UniProtKB protein entries, sequences, filtered searches and ID mapping across 200+ databases f

ModelScope Qwen-Image

zym9863

1

Generate images from text prompts using ModelScope Qwen-Image with format auto-detection and robust multilingual support

OpenRouter

stabgan

16

OpenRouter offers seamless access to diverse AI models for multimodal vision and language, with smart model selection an

Kiro Memory

cbunting99

30

Kiro Memory is project tracking software for developers, offering task tracking, automatic detection, and context-aware

Langfuse

z9905080

3

Monitor LLM performance with Langfuse: advanced ai data analytics and data analysis ai for actionable insights and impro

Minecraft Bot Control

gerred

38

Minecraft Bot Control lets you use AI with Mineflayer for advanced Minecraft bot navigation and real-time game monitorin

Google AI Studio

eternnoir

26

Leverage Google AI Studio & Gemini API to process images, videos, audio, PDFs, & text for document conversion, analysis

Perplexity

daniel-lxs

67

Perplexity offers an AI powered coding assistant with persistent chat and expert programming help, integrating seamlessl

Tripo 3D

vast-ai-research

179

Integrate AI-powered Tripo 3D generation API with Blender 3D addon for seamless text-to-3D model creation and advanced 3

RAG Documentation Search

sanderkooger

25

Leverage retrieval augmented generation and Pinecone vector database for precise, context-aware document search and retr

Local RAG

shinpr

151

Local RAG enables semantic document search using retrieval augmented generation (RAG) without external API calls.

Fish Audio

da-okazaki

10

Convert text to speech with Fish Audio. Use our AI voice generator for real-time, high-quality speech to voice, free for

Gemini Nanobanana (Image Generation)

junhan2

11

Gemini Nanobanana: AI image generator for creating, editing, and composing stunning images using advanced artificial int

Codex Bridge

elyin

81

Codex Bridge connects Claude with OpenAI Codex via CLI for automated code analysis, reviews, and CI/CD integrations.

PowerPlatform Dataverse

michsob

29

Integrate with Microsoft Dataverse to access entities, attributes, and relationships for advanced data modeling and expl

LangChain (TypeScript)

isaacwasserman

35

Enable LangChain workflows for your MCP client using LangChain (TypeScript). Learn more with resources from LangChain Gi

Memento

iachilles

9

Memento enables persistent memory with a SQLite-based knowledge graph for intelligent context retrieval using advanced B

ACP Bridge

gongrzhe

20

ACP Bridge connects Agent Communication Protocol networks to MCP clients, enabling seamless multi-agent workflows and ad

PageIndex

vectifyai

254

PageIndex: a reasoning-based RAG system for fast, accurate analysis of long PDFs — extract insights, cite sources, and n

Context Portal

greatscottymac

753

Context Portal: Manage project memory with a database-backed system for decisions, tracking, and semantic search via a k

Peekaboo (macOS Screen Capture)

steipete

2.6k

Peekaboo empowers mac how to screen capture, mac screenshot, and window management with tools for screen snip on mac and

Universal Image Generator

ecnu3d

2

Universal Image Generator is an AI image generator that supports multi-provider photo creation, advanced editing, and au

HuggingFace Spaces Connector

evalstate

382

Seamlessly connect Hugging Face Spaces with your AI assistants for instant access to powerful AI models—no manual setup

AI Memory

scanadi

44

AI Memory is a production-ready vector database server that manages and retrieves contextual knowledge with advanced sem

Think Tool

cgize

40

Think Tool offers Claude a structured workspace for recording, retrieving, and analyzing thoughts to enhance complex pro

AI Vision

tan-yong-sheng

42

AI Vision uses Google Cloud Vertex AI to analyze images and videos, leveraging intelligent file handling for optimized u

Bitte AI

bitteprotocol

13

Connect AI assistants to the Bitte AI ecosystem for real-time discovery and execution of specialized agents and tools vi

Sequential Thinking Multi-Agent System

fradser

290

Orchestrate complex problem-solving with our multi agent system—specialized agents offer deep, structured, and parallel

Claude Code Review

praneybehl

28

Get structured & freeform code reviews with code quality analysis tools powered by OpenAI, Google & Anthropic. Supports

MCP Science

pathintegral-institute

116

MCP Science: Easily discover and run scientific research MCP servers from the Path Integral Institute with automated set

Readwise

readwiseio

145

Integrate Readwise to retrieve notes and search highlights, enhancing knowledge work—ideal for recovering deleted note o

Memoer (Persistent Memory Storage)

geli2001

9

Memoer offers unlimited free cloud storage and data management with persistent memory via SQLite for assistants—secure,

Octocode

bgauryy

741

Octocode seamlessly integrates with GitHub CLI and npm for fast code discovery, repo analysis, and commit tracking with

Axiomatic AI

axiomatic-ai

18

Extract plot data from images with Axiomatic AI. Use advanced web plot digitizer features for scientific imaging and ana

RAG

kalicyh

4

RAG offers cloud-based vector database, semantic search, and retrieval augmented generation with fast OpenAI-powered doc

Onyx Knowledge Base

lupuletic

23

Onyx Knowledge Base is knowledge base software with semantic search and chat, enabling teams to access and manage knowle

Cipher

campfirein

3.6k

Cipher empowers agents with persistent memory using vector databases and embeddings for seamless context retention and t

AgentRPC

agentrpc

127

AgentRPC is a universal RPC layer for AI agents, enabling seamless connection to any function, language, or framework in

Lara Translate

translated

79

Lara Translate offers language translation with automatic detection, from Latin translation to translate English to Geor

Notes

9ninety

37

Enhance your app with an AI note taking app, using Zoom AI notetaker features and Fireflies AI note taker integration fo

Powerdrill

powerdrillai

12

Powerdrill helps you interact with Powerdrill datasets, offering efficient tools for streamlined data work and analysis.

LibSQL Memory

spences10

81

LibSQL Memory offers a persistent memory database using LibSQL to store and retrieve knowledge graph entities and relati

ChuckNorris (L1B3RT4S Prompt Enhancer)

pollinations

57

Enhance prompt engineering for ChatGPT with ChuckNorris, fetching top prompts for LLMs. Boost prompts engineering for re

AivisSpeech

shinshin86

8

Integrate AivisSpeech for Japanese text-to-speech with customizable voice options, compatible with Google Cloud Speech t

RSS3

rss3-network

2

Connect to real-time open web data across chains and social platforms using RSS3 API integration for seamless conversati

Speech Interface (Faster Whisper)

kvadratni

81

Enable your AI virtual assistant with automatic speech recognition and speech into text using faster-whisper for seamles

Structured Memory

nmeierpolys

9

Maintain, search, and update structured markdown documents with syntax support. Export to PDF and integrate with mkdocs

Gemini Image Generation

creating-cat

2

Gemini Image Generation uses Google’s Gemini API for image generation with advanced image optimizer and picture optimize

OpenRouter Image Analysis

jonathanjude

4

OpenRouter Image Analysis offers color analyze and image j compatibilities for advanced image analysis using vision mode

Gemini CLI (Windows Fixed)

orzcls

7

Gemini CLI (Windows Fixed): Enhanced Windows CLI tool with PowerShell, multi-model support, sandboxed code, and advanced

Stability AI

tadasant

80

Generate and edit images with Stability AI's powerful ai image generator using advanced Stable Diffusion models for stun

Turso SQLite

spences10

15

Turso SQLite connects AI assistants to Turso SQLite databases, offering organization management, queries, and advanced v

AI Hub

feiskyer

7

AI Hub offers unified access to 100+ AI providers via LiteLLM, enabling seamless switching and configuration with advanc

Proofly (Deepfake Detection)

prooflie

1

Enable advanced deepfake detection in images using Proofly API. Get real/fake probability scores with cutting-edge deepf

Dumpling AI

dumpling-ai

29

Dumpling AI offers advanced web scraping tools, acting as a web scraper to extract structured data from websites and doc

AI Translation

datanoisetv

6

AI Translation offers an advanced AI translation and machine translation service, auto-translating JSON files with perfe

Recraft AI

recraft-ai

46

Recraft AI is an ai image generator for creating, editing, and upscaling raster or vector images with advanced artificia

DeepSeek

dmontgomery40

302

DeepSeek offers an AI-powered chatbot and writing assistant for chat completions, writing help, and code generation with

MiniMax Multimodal

minimax-ai

106

MiniMax Multimodal JavaScript integrates image, video, text-to-speech, and voice cloning for advanced multimodal experie

SVGMaker

genwavellc

43

SVGMaker is an svg generator and creator that converts photos into vector graphic file types, with editing and real-time

Sketch

mater1996

11

Sketch processes design files, extracts internal structure, and renders SVGs for automated design analysis and design-to

Coding File Management

aindreyway

15

Extract and document code from your local filesystem for easy python coding examples, python3 docstring, and coding exam

GPT Image Generator

cloudwerx-dev

18

Generate and edit images instantly using GPT Image Generator, an advanced AI image generator for creative visual content

Perplexity Search

spences10

8

Perplexity Search is an AI writing tool using real-time web search for fast fact-checking, research, and high-quality co

Novita AI GPU Cloud

novitalabs

12

Access Novita AI GPU cloud for cloud-based GPU computing. Deploy, monitor, and manage GPU workloads and containers with

Vectorize

vectorize-io

104

Connect Claude with Vectorize.io's vector database to extract text from images and enable advanced retrieval for researc

Consult LLM

raine

67

Consult LLM escalates complex reasoning tasks to advanced models with code context, git diffs, and detailed cost trackin

Pollinations Multimodal

pinkpixel-dev

39

Create images, text, and audio with Pollinations Multimodal—no authentication needed. Try our AI voice generator and tex

AgentOps

agentops-ai

14

Access AgentOps data for agent debugging: retrieve project info, trace details, span metrics, and execution traces via a

OpenAI TTS

nakamurau1

1

Transform text to speech with OpenAI TTS. Free AI voice generator for seamless, customizable speech to voice and high-qu

Mindbridge

pinkpixel-dev

28

Mindbridge unifies top LLM providers like OpenAI, Anthropic, and Google, enabling easy response comparison and advanced

OpenAI Chat

mzxrai

71

Chat with OpenAI to generate text using advanced language models. Try qchat gpt and explore chat openai features now!

Together AI (Flux.1 Schnell)

manascb1344

9

Generate stunning images with Together AI's Flux.1 Schnell—an advanced AI image generator offering customizable dimensio

Map Traveler

mfukushim

23

Explore virtual travel with Map Traveler, a Google Maps app to navigate routes, customize avatars, and share journeys. D

Kaggle

54yyyu

29

Integrate with Kaggle's API for seamless competition entry, dataset management, kernels, and model submissions for data

RapidOCR

z4none

5

Extract text from images with RapidOCR. Convert image to text efficiently for automated document processing via base64 o

Voice Interface

shantur

65

Voice Interface is a browser-based speech to text website offering fast, hands-free speech to text online and website sp

Replicate Flux

awkoy

94

Replicate Flux is an OpenAPI image generator using Replicate's Flux model, enabling image creation via API and TypeScrip

Qdrant Retrieve

gergelyszerovay

338

Perform semantic search across collections with Qdrant Retrieve, powered by vector database integration and natural lang

Deepseek R1 Reasoner

michaelneale

2

Deepseek R1 Reasoner empowers private, autonomous decision-making and task planning locally using Deepseek r1 for enhanc

Better Qdrant

wrediam

2

Better Qdrant connects AI to Qdrant vector database, enabling seamless semantic search and efficient document management

Kollektiv Document Management

alexander-zuev

61

Kollektiv Document Management offers secure document management system software with AI-powered search, analysis, and OA

Qdrant Docs Rag

hannesrudolph

255

Qdrant Docs Rag offers real-time documentation context using vector-based search and retrieval with Qdrant for efficient

Knowledge Graph

itseasy21

58

Knowledge Graph: persistent local memory for Claude that stores entities, observations and relations to enable structure

Sherlock Domains

fewsats

1

Easily register internet domain names and manage DNS with Sherlock Domains. Simplify domain registration and hosting for

Promptopia

lumile

2

Promptopia lets you manage AI prompt templates, reuse prompts, and organize ai image prompts efficiently for seamless cr

Unichat (TS)

amidabuddha

11

Unichat: a powerful AI chat platform integrating leading models like OpenAI, Anthropic, xAI, and more into one unified c

Anki

arielbk

9

Integrate with Anki for effortless flashcards+ management, create study notes, and sync across ankiweb for effective lea

Gemini Image Generator

shinpr

79

Gemini Image Generator uses AI to create images with prompt enhancement, character consistency, and multi-image blending

Cookie Jar

bnookala

1

Cookie Jar enables secure management and automation of cookies for web automation, testing, and session handling across

Nano Banana (Gemini Image Generator)

guilhermeaumo

8

Create images instantly with Nano Banana, a free online Gemini AI image generator. Share with public URLs—no downloads n

Folderr

folderr-tech

2

Connect with Folderr to manage and interact with Folderr Assistants via API for seamless task automation and communicati

DALL-E 3

chrisurf

1

Generate stunning AI images with the DALL-E 3 image generator. Customize size, quality, and style using advanced artific

Gemini Bridge

elyin

85

Bridge Claude and Google's Gemini AI using the official Gemini CLI. Enable direct queries and file sharing between model

DeepSeek Thinker

ruixingshi

67

Integrate DeepSeek Thinker for AI problem solving and chain-of-thought reasoning in advanced artificial intelligence app

Search Intent AI

captainchaozi

2

Search Intent AI streamlines key word research by detecting search intent for SEO. Enhance your webmaster tools search c

Perspective API

mtane0412

299

Enhance online safety with Perspective API—AI-powered content moderation for Reddit, YouTube, and more. Detect toxicity

Image Generator (OpenAI)

jbrower95

3

Generate stunning images from text with this AI image generator using OpenAI's API and save your creations easily to you

Content Core

lfnovo

136

Extract text and audio from URLs, docs, videos, and images with AI voice generator and text to speech for unified conten

Vision: Add visual intelligence to your AI agents - image and video analysis with one-click integration for Claude Code

Octagon Deep Research

octagonai

84

Octagon Deep Research offers competitive analysis software and competitor website analysis tools for advanced SEO and ma

Build Vault

the-build-podcast

2

Discover Build Vault: your searchable knowledge base for The Build Podcast. Semantic search, filters & expert insights a

Orion Vision (Azure Form Recognizer)

cognitive-stack

2

Automate document workflows with Orion Vision and Azure Form Recognizer for intelligent document processing and assembly

Createve.AI Nexus

spgoodman

290

Createve.AI Nexus unifies REST API and MCP, integrating APIs for AI workflow automation with tools like Calendly API and

Mureka.ai Music Generation

skyworkai

81

Generate lyrics, songs, and tracks instantly with Mureka.ai Music Generation, an AI music generator. No production skill

Systemd-Coredump

signal-slot

2

Systemd-Coredump: Access, manage, and analyze Linux core dumps with tools for listing, retrieving, and generating stack

Ghibli Video Generator

michaelyangjson

4

Turn static images into stunning Ghibli-style animations with this AI video generator. Monitor tasks and credit balance

Emojikey (via Supabase)

identimoji

4

Emojikey (via Supabase) stores and retrieves LLM interaction styles, ensuring consistent personalized experiences for ev

Actor-Critic Thinking

aquarius-wing

32

Actor-Critic Thinking offers a unique dual-perspective approach to analyze creative works and decisions with empathy and

Daisys AI Text-to-Speech

daisys-ai

12

Daisys AI Text-to-Speech offers a free, natural AI voice generator with advanced text to speech controls for expressive

FindMine Shopping Stylist

findmine

1

FindMine Shopping Stylist offers AI-powered fashion recommendations, outfit creation, and style guides for e-commerce pl

Grok2 Image Generator

fl0w1nd

29

Grok2 Image Generator is an AI image generator enabling seamless artificial intelligence images generation via stdio tra

DeepL Translator

deeplcom

94

Use DeepL Translator for accurate translations and rephrasing. Translate English to Spanish and more with formality cont

HeyBeauty Virtual Try-On

chatmcp

18

Experience cutting-edge virtual try on technology with HeyBeauty. Instantly see how clothing looks on you before you buy

OSINT

brutus-gr

70

Discover OSINT, a real-time open source intelligence platform for global security monitoring. Enhance your awareness wit

Black Forest Labs

fernforestgames

1

Black Forest Labs offers an AI image generator using FLUX models and signed URLs to create high-quality images for creat

Claude-Slack

theo-nash

5

Claude-Slack: A Slack alternative with project communication plan templates, enabling seamless cross-project messaging a

4o-image

antipas

4

Generate and edit high-quality images in real time with our AI image generator. Bridge AI systems to 4o-image API for st

Serial Hardware Bridge

mcp2everything

8

Serial Hardware Bridge connects LLMs with real devices via serial communication for powerful IoT and hardware control ap

Dumpling AI

dumplingai

29

Dumpling AI is a powerful web scraper offering advanced web scraping tools to extract, process, and analyze data from di

AI Consultant (OpenRouter)

filipkrayem

1

AI Consultant (OpenRouter) delivers intelligent consultations, multi-model support, and reliable conversation management

DINO-X

idea-research

112

DINO-X is a powerful multimodal AI model that lets you detect, localize, and describe anything in images using natural l

HiveFlow

hiveflowai

4

Streamline business management processes with HiveFlow's workflow automation software. Trigger automated workflows and a

Gemini DeepSearch

alexcong

25

Gemini DeepSearch automates web research using Google Search API and Gemini models, delivering in-depth, cited insights

Search Papers

saidiibrahim

268

Search Papers — quickly find, filter, and analyze arXiv academic papers with powerful search and citation tools.

ImageSorcery

sunriseapps

293

Unlock powerful image manipulation with ImageSorcery: resize, crop, detect objects, and perform optical character recogn

Unichat

amidabuddha

37

Unichat lets you interact with multiple LLM chat APIs easily through a unified interface. Simplify your workflows with U

A2AMCP

webdevtodayjason

19

A2AMCP synchronizes multiple AI agents on shared codebases with Redis-powered messaging, file locking, interface sharing

Quickchat

quickchatai

22

Connect AI assistants easily to Quickchat's conversational AI platform for seamless chatbot interactions and state manag

Rememberizer

skydeckai

36

Leverage Rememberizer's REST API for AI-powered semantic search and open API specification in enterprise knowledge retri

AllVoiceLab

allvoicelab

56

AllVoiceLab offers advanced voice cloning and free audio processing software for text-to-speech, speech transformation,

Face Generator

dasheck0

6

Generate faces with thispersondoesnotexist, an AI face generator with batch options—ideal for customizable datasets and

Chain of Draft

bsmi021

25

Chain of Draft enables iterative reasoning with structured drafts and critiques for systematic problem-solving improveme

Optuna

optuna

66

Optimize hyper parameters effortlessly with Optuna, the best AutoML software for automated analysis, visualization, and

DocuMCP (RAG Documentation Server)

yannicktm

6

DocuMCP: RAG documentation server with on-prem semantic search for code, docs, and diagrams — integrates vector DBs with

FireCrawl

firecrawl

5.7k

Integrate FireCrawl for advanced web scraping to extract clean, structured data from complex websites—fast, scalable, an

Pinecone Vector DB

sirmews

148

Leverage Pinecone vector database for fast semantic search and retrieval augmented generation (RAG) with scalable vector

Lizeur (PDF OCR)

silverbzh

1

Easily convert PDF content into clean markdown text with Lizeur’s OCR text recognition, using Mistral AI’s smart OCR and

Arize Phoenix

arize-ai

8.8k

Arize Phoenix — unified interface for managing prompts, exploring datasets, and running LLM experiments across providers

PubMed

chrismannina

8

Search and retrieve PubMed literature, find articles by PMID or author, format citations, and analyze research trends fo

Replicate

gerred

16

Connect to Replicate for advanced machine learning inference using the perplexity ai api. Access diverse models and retr

Kokoro Speech

hammeiam

1

Kokoro Speech: natural-sounding Kokoro TTS with customizable voices and playback speed — fast, reliable text-to-speech w

Mini Search

robinebers

248

Mini Search: lightweight server enabling web search via OpenAI or OpenRouter.ai search models with minimal setup for fas

Anki

ujisati

6

Integrate with Anki flashcards to easily create, manage, and study using your Anki flashcard software via your desktop a

Mirror

toby

11

Mirror empowers introspection and self-questioning using advanced MCP sampling and configurable prompts for personal gro

Vectara

vectara

26

Leverage Vectara for retrieval augmented generation with AI chat bots that deliver accurate, context-aware responses and

SQLew

sin5ddd

3

SQLew boosts multi-agent coordination with efficient SQLite design, cutting context sharing tokens by 96% for decision a

Serial

mcp2everything

40

Connect real-world devices like Raspberry Pi using asynchronous serial interface and comms port for advanced IoT and rob

Summarization

braffolk

37

Summarization provides efficient text summarization and AI summarizer tools to process large datasets, including YouTube

Clerk

clerk

1.7k

Securely manage Clerk authentication, users, sessions, orgs, and authorization for seamless identity and access control.

SWI-Prolog

vpursuit

7

Access SWI-Prolog for secure logic programming, ladder logic, and PLC coding. Ideal for education, puzzles, and AI logic

ToolFront

kruskal-labs

824

ToolFront is a knowledge database software and db management system offering unified access to databases with advanced t

ElizaOS Agents

wearesociety

9

Integrate ElizaOS agents into your IDE environment for seamless development—list, select, and chat with agents right ins

Learning Hour Generator

sdiamante13

6

Learning Hour Generator creates 60-minute technical practice sessions for dev teams using GitHub analysis and the 4C Lea

Logic-LM (Answer Set Programming)

shipitsteven

3

Logic-LM (Answer Set Programming) boosts language models with formal logical reasoning and multi-step deduction via Clin

ChainFETCH

chainfetch

1

ChainFETCH offers semantic search and natural language queries on Ethereum blockchain data, using advanced vector simila

BioContextAI Knowledgebase MCP

biocontext-ai

20

BioContextAI Knowledgebase MCP — a standardized biomedical knowledgebase API for verified literature and gene/protein da

Chronulus AI Forecasting

chronulusai

105

Leverage Chronulus AI Forecasting for predictive analytics: analyze, predict, and visualize time series data with natura

Claude Historian

vvkmnn

216

Claude Historian: AI-powered search for Claude Code conversations—find files, errors, context, and sessions via JSONL pa

InfraNodus

infranodus

70

InfraNodus offers powerful text analysis and semantic analysis tools to find content gaps and improve research, SEO, and

LLM.txt Directory

mcp-get

66

LLM.txt Directory — Quickly access up-to-date API documentation and developer resources for modern LLM integrations.

Mnemex

mnemexai

29

Mnemex gives AI assistants human-like memory that fades over time, mirroring the Ebbinghaus forgetting curve for natural

Aibolit Java Code Analyzer

cqfn

24

Enhance Java code with Aibolit Java Code Analyzer. Identify design, maintainability, and architectural issues beyond sur

Google Maps

googlemaps-samples

30

Google Maps with 3D visualization: search places, compute routes, retrieve elevation and weather for smarter trip planni

Mnemex

prefrontal-systems

29

Mnemex offers human-like temporal memory for AI assistants, fading naturally unless reinforced, inspired by the Ebbingha

DS Core Open API

silverjava

2

DS Core Open API: Securely search and retrieve patient records, DICOM studies, digital impressions, and clinical documen

Key-Value Extractor

kunihiros

1

Key-Value Extractor quickly pulls structured key-value pairs from messy text like emails or receipts using advanced dete

FAF (File & Project Context)

wolfe-jam

12

FAF offers free file synchronization software with project context management, automated scoring, health checks, and mul

MusicMCP.AI

amcharlie

3

MusicMCP.AI — AI music generator that creates songs and musical content within conversations using advanced music-genera

Freepik

freepik-company

33

Freepik integration for searching and downloading icons, managing design assets, and generating images via text-to-image

Dictionary & Thesaurus

casualgenius

192

Dictionary & Thesaurus: Get English definitions, synonyms, and example usage via the Free Dictionary API for writing hel

Acemcp

yeuxuan

332

Acemcp: semantic code search and code indexing tool for code repository search — natural language queries find relevant

Deep Reasoning (OpenRouter)

lakphy

5

Deep Reasoning (OpenRouter) integrates OpenRouter's AI SDK to provide advanced reasoning and inference for complex analy

Perplexity MCP

Perplexity AI

2.0k

Official Perplexity API MCP server implementation. Perform AI-powered web searches with real-time information, citations

DVMCP

gzuuus

28

DVMCP decentralizes computational tool discovery with Nostr Data Vending, using NIP-89 for announcing and executing dist

Driflyte

serkan-ozal

8

Driflyte — Query and retrieve precise, topic-specific knowledge from recursively crawled and indexed web pages for fast,

FinLab AI

koreal6803

306

FinLab AI — quantitative trading toolkit with extensive data access, backtesting platform, and algorithmic trading tools

Rember

rember

61

Create flashcards and study anything with Rember, the anki flashcards tool using spaced repetition to help you remember

Vaadin

vaadin

12

Search Vaadin docs and get component usage guidance for Vaadin Java and React apps—fast, accurate answers and examples.

DollhouseMCP

DollhouseMCP

28

DollhouseMCP — a Model Context Protocol (MCP) server for dynamic AI persona management with a GitHub-powered AI assistan

Trackio

fcakyon

3

Trackio auto-exposes experiment tracking from Gradio apps—query ML projects, runs, metrics and stats without changing ex

Vapi MCP Server

VapiAI

37

Vapi MCP Server enables Vapi integration via the Model Context Protocol, providing function-calling AI API access so mod

KakaoTalk Emoticons

llaa33219

1

Create perfect KakaoTalk emoticons fast — AI emoticon generator with validation tools and a Kakao emoticon maker workflo

Legion Database

theralabs

86

Legion Database: natural-language SQL for multi-database querying. Explore PostgreSQL, MySQL, SQL Server & BigQuery with

MoziChem

sinagilassi

3

MoziChem offers process design with flash calculations and equation of state models like Soave Redlich Kwong and van der

Genkit

firebase

5.6k

Genkit — consume MCP resources or expose powerful Genkit tools as a server for streamlined development and integration.

Textin MCP Server

intsig-textin

28

Textin MCP Server: OCR to Markdown for images, PDFs & Word docs — fast document OCR, PDF OCR converter and OCR data extr

Lenny's Podcast

akshayvkt

15

Search Lenny's Podcast transcripts and product management podcast transcripts—fast full text search of pricing, growth,

Chronulus MCP Server

chronulusai

105

Integrate Chronulus AI forecasting & prediction agents with Claude for seamless AI forecasting, prediction tools, and fo

PDF2MD

gavinhuang

1

Convert PDF to Markdown quickly with PDF2MD — incremental processing that resumes from page markers. Supports local file

AI Vision MCP Server

honeyvig

155

AI Vision MCP Server enables AI image analysis and video content analysis with Google Gemini & Vertex AI—object detectio

PitchLense

connectaman

6

PitchLense analyzes startup risk across 9 categories from pitch decks and reports, returning structured JSON scores, ris

KeywordsPeopleUse

data-skunks

5

KeywordsPeopleUse: Integrates keyword research (People Also Ask, Autocomplete, Reddit/Quora) with localized semantic key

MCP-Upstage-Server

UpstageAI

2

MCP-Upstage-Server: AI document extraction with Upstage AI — automatic data extraction from documents, custom schemas an

Octagon Deep Research MCP

octagonai

84

Octagon Deep Research MCP — an AI research platform and deep research AI with unlimited AI queries, AI research tools, a

Agentic Tools MCP Server

Pimzino

80

Agentic Tools MCP Server: an MCP server for agentic AI tools offering AI project management, AI task management, and pro

arXiv MCP Server

blazickjp

2.3k

Search and analyze arXiv research papers directly from AI assistants. Full-text search, paper recommendations, citation

AGI MCP Server

QuixiAI

6

AGI MCP Server — persistent memory for AI, offering episodic, semantic, procedural & strategic conversational memory AI

A2A MCP Server

gongrzhe

143

Bridge server enabling MCP-compatible AI assistants like Claude to discover, communicate with, and manage A2A protocol a

AgentsKB

cranot

7

AgentsKB - Expert-level knowledge base delivering researched answers from official sources for accurate, trusted guidanc

Cookwith

blaideinc

136

Cookwith: AI-powered recipe generation and transformation—create, adapt, and personalize recipes in seconds.

Glif

glifxyz

79

Run AI workflows on Glif.app via MCP — ComfyUI image generators, meme & selfie creators, chained LLM calls and more for

AGI MCP Server

randyandrade

1

AGI MCP Server: persistent memory for AI with a vector database for AI, enabling episodic memory AI, semantic & procedur

Doclea MCP

docleaai

129

Doclea MCP: persistent memory for AI assistants—store and retrieve architectural decisions, patterns and code insights u

AI Meta MCP Server

alxspiker

8

AI Meta MCP Server — AI tool builder for autonomous AI tools and AI function platform: create JS, Python & Shell tools w

Telnyx MCP Server

team-telnyx

24

Telnyx MCP Server: manage phone numbers, calls, SMS and AI assistants with Telnyx API. Real-time webhooks, voice & messa

FootballBin

billychl1

124

FootballBin — AI football predictions for Premier League & Champions League: match scores, goal scorers, corners. Reliab

AgentKits Memory

aitytech

55

AgentKits Memory — local, persistent memory for AI coding assistants. On-premise SQLite with optional vector search for

PAL MCP Server

BeehiveInnovations

11.2k

Use Claude Code, Gemini CLI, Codex CLI, or any MCP client with any AI model. Acts as a multi-model proxy supporting Open

@contextable/mcp

Contextable-me

120

Persistent AI memory server for contextual storage and artifacts - full-text search, version history, and automatic cont

Criterion

balajsaleem

11

Criterion — semantic search across Quranic verses and authentic Hadiths for precise Islamic guidance, study, and researc

PortOne MCP Server

portone-io

24

PortOne MCP Server — access official docs, console features, payment gateway API, merchant dashboard, and sub-merchant m