916 reviewed MCP servers in this category · page 12 of 16 · all categories
AI-service MCP servers chain other models into your assistant: text-to-speech, image and video generation, and access to thousands of hosted models. They turn a chat assistant into a small production pipeline — write the script, generate the voiceover, produce the artwork — without leaving the conversation.
A Perplexity MCP server based on https://github.com/jaacob/perplexity-mcp which includes additional tools supporting domain filtering, search recency
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input
Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
Phantom hands every AI tool a worthless `phm_` token. The local proxy injects the real key at the network layer. Full access. Zero exposure.
Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo
An AI-to-AI consultation system that enables one AI to "phone a friend" (another AI) for critical thinking, long context reasoning, and complex
`photographi-mcp` is an MCP server that enables AI models and LLM-powered tools to perform technical analysis on local photo libraries. It runs
MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
MCP Server for PiAPI image generation
Official CLI for the PiAPI platform — call 101 multimodal AI models (image, video, audio, 3D, LLM) from your terminal or AI agent
Secure grip for your agent's secrets - security-hardened MCP gateway with proxy token architecture
Model Context Protocol server for Pinecone - enables AI assistants to interact with Pinecone indexes and documentation
PinRAG is for **when you want to learn about something and your materials are scattered**—PDFs and ebooks, GitHub repos, YouTube videos, Discord
Works with MCP, LangChain, OpenAI Agents, Claude Agent SDK, and 15+ more.
Playwright Tools for AWorld MCP
Playwright MCP with video recording capabilities
Playwright wrapper for MCP (Model Context Protocol). This server enables LLM-powered clients to control a browser for automation tasks.
Unified MCP proxy that aggregates all your MCP servers (STDIO, SSE, Streamable HTTP) into one powerful interface. Access any tool through a single
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossary, industry report.
A fully featured PostgreSQL server adapter for the Model Context Protocol (MCP), providing robust read/write access and enhanced schema metadata for
A Model Context Protocol server
A Model Context Protocol (MCP) manager that connects LLM clients to multiple backend servers, aggregating capabilities while simplifying
PPT-Agent MCP服务器提供了通过大型语言模型（LLM）创建、编辑和管理PowerPoint演示文稿的能力。该服务器实现了Model Context Protocol (MCP)规范，使LLM能够通过标准接口与PPT-Agent工具进行交互。
AI-powered code review for GitHub & GitLab. Works with any LLM: GPT-4o, Claude, Llama, Gemini, Ollama. Free, open source.
A Model Context Protocol server for creating Product Requirements Documents
Use Preloop to **onboard existing agents** with one command, and to **deploy event-driven agentic automations** with governed tools and budgets.
Combine extras with comma separation, e.g. `pip install 'pretensor[postgres,clustering]'`.
Real-time status for 75+ AI services (OpenAI, Anthropic, Cursor). No auth, CORS-enabled.
SWI-Prolog as a "logic calculator" for LLMs — available as an MCP server and a Python library. Eliminate the black box from LLM logical reasoning.
Prometheus MCP Server
MCP server for LLMs to interact with Prometheus
Generate app icons, favicons, OG images, and logos by routing across 30+ image models.
Local MCP server that optimizes rough prompt drafts using a local Ollama model
Decorator-based integration testing for LLM prompts
Remote MCP for prompt injection scans, jailbreak checks, leakage review, and LLM release gates.
PromptLab is a free, lightweight, open-source experimentation tool for Gen AI applications.
MCP Server for managing LLM prompts
Every LLM API call resends your **entire conversation history**. A 20-turn chat costs 6x more per call than a 3-turn one, so you're paying for the
Go protobuf compiler extension to turn any gRPC service into an MCP server
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot bypass.
SpamBrain-proof your pSEO before you publish, audit page relationships, not just pages. AI-triaged findings, 8 LLM providers, local telemetry, cost
A Model Context Protocol (MCP) server that provides access to PubMed's E-utilities API for searching and downloading scientific articles. This server
Connect any two APIs and keep them in sync — 45 MCP tools with shadow previews and diagnostics.
Multi-LLM orchestration framework with agentic execution, memory/RAG, and training data generation
Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.
A lightweight, flexible implementation of the Model Context Protocol (MCP) for Python applications, specializing in robust HTTP/SSE transport.
PyMuPDF Utilities for LLM/RAG
An SSH MCP server built in Python on top of FastMCP. The goal: give an LLM real SSH access to many hosts while keeping fine-grained control over what
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
Implement semantic memory layer on top of the Qdrant vector search engine
📝 **[Changelog v1.0.4](./CHANGELOG.md)** - Latest improvements and bug fixes
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates
Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.
r0idamcp is a SSE protocal MCP server IDA pro plugin designed for automatic reverse engineering with LLM assistant
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Rag Knowledge Graph automation via MCP. Includes index document, rag query, add graph edge. ...
MCP server for rag knowledge. Features semantic search, knowledge graph query, index documen...
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
Building an Rag-based HR chatbot for providing rules in workplace with MCP server