The MCP Trust Index.

gleanwork/configure-mcp-server

MCP server configurator for Glean

gleanwork/configure-mcp-server

SpotDB

Provides direct access to an ephemeral DuckDB instance for CSV file uploads, SQL query execution, and database snapshots through a lightweight Go-based server with WebSocket support and S3 integration for temporary data analysis workflows.

aliengiraffe/spotdb

OpenZIM

Provides offline access to ZIM format knowledge bases with search capabilities, content retrieval, and smart fallback mechanisms for accessing Wikipedia dumps and educational archives without internet connectivity.

cameronrye/openzim-mcp

PCILeech MCP Server

Enables AI assistants to perform DMA-based memory operations through PCILeech hardware using natural language commands, supporting memory reading, writing, and multi-format visualization for debugging and security research.

Evan7198/mcp_server_pcileech

Mqtt Mcp

A Model Context Protocol (MCP) server for MQTT.

ezhuk/mqtt-mcp

OCR-MCP

Provides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.

sandraschi/ocr-mcp

UART MCP Server

Enables AI assistants to communicate with serial port devices, supporting port management, data transmission in text/binary modes, interactive terminal sessions, and automatic reconnection.

donnel666/uart-mcp

YantrikDB MCP

Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.

yantrikos/yantrikdb-mcp

TasksMultiServer

Multi-interface task management system that enables AI agents and users to manage hierarchical tasks (projects, task lists, tasks) with dependency tracking, tags, and search through MCP Server, REST API, or React UI.

keyurgolani/TasksMultiServer

A Curated List of MCP Servers, Clients and Toolkits

A Curated List of MCP Servers, Clients and Toolkits

collabnix/awesome-mcp-lists

Log Analyzer MCP

An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.

Fato07/log-analyzer-mcp

solitaire-ai

Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

PRDicta/Solitaire-for-Agents

TempoGraph

Code graph context engine that parses codebases with tree-sitter (170+ languages), builds structural dependency graphs, and provides 24 MCP tools for code intelligence. One prepare_context call gives your AI agent the right files for any task. Includes focus, blast radius, hotspots, dead code detection, and hybrid search.

Elmoaid/TempoGraph

Code Buddy

A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

Abhi-vish/code-buddy

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

guimatheus92/mcp-video-analyzer

Kaggle MCP (Model Context Protocol) Server

MCP server for Kaggle

arrismo/kaggle-mcp

rigol-mcp

An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using natural language. It enables users to take measurements, configure instrument settings, and capture screenshots directly through an MCP client.

erebusnz/rigol-mcp

Instantly

Integrates with Instantly API v2 to enable email campaign management, lead tracking, and account health monitoring for automated outreach workflows.

bcharleson/instantly-mcp

Bear MCP Server

A MCP server for interacting with Bear note-taking software.

jkawamoto/mcp-bear

Korean Crypto

Access real-time price data, order books, and candle information from major Korean exchanges like Upbit and Bithumb. Track the Kimchi premium by comparing local market prices against global benchmarks. Identify top market movers and compare trading data across domestic platforms to optimize investment decisions.

koreafintech/korean-crypto-mcp

ControlAPI-MCP

Converts any OpenAPI/REST API into MCP tools with dynamic server switching, variable substitution, and runtime configuration. Enables seamless interaction with multiple API environments through natural language without pre-configuration.

fellowabhi/ControlAPI-openapi-to-mcp

KnowledgeMCP

An MCP server that enables AI assistants to perform semantic searches over local document collections using multi-context organization and automatic OCR. It supports various file formats including PDF, DOCX, and images, ensuring all data processing remains local and private.

maxzrff/KnowledgeMCP

MCP PDF

Enables AI-powered extraction and analysis of PDF documents with 40+ specialized tools for text, tables, images, layout analysis, security assessment, and document intelligence. Supports both text-based and scanned PDFs with OCR capabilities.

rsp2k/mcp-pdf

MCP Document Parse

Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown content using NiuTrans API, enabling extraction and reading of document text through natural language interactions.

NiuTrans/MCP-DocumentParse

ai-memory — Persistent Memory for Any AI

alphaonedev/ai-memory-mcp

Axiomatic AI

Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.

axiomatic-ai/ax-mcp

SymPy Calculator

Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.

611711dark/mcp_calculate_server

AutoPentest AI

Automated web application penetration testing framework implementing OWASP WSTG methodology.

bhavsec/autopentest-ai

ast-editor

A robust, language-agnostic Model Context Protocol (MCP) server that provides AI coding agents with the ability to edit files surgically via Abstract Syntax Trees (AST) instead of relying on token-heavy, brittle search-and-replace or diff operations.

kambleakash0/agent-skills

Claimify

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

AdamGustavsson/ClaimsMCP

McpVanguard

A security proxy and active firewall for the Model Context Protocol that protects host systems from malicious intent, prompt injection, and data exfiltration. It acts as an interception layer between AI agents and tools, providing real-time verification and multi-layered defense mechanisms.

provnai/McpVanguard

video-research-mcp

45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.

Galbaz1/video-research-mcp

dialog-reddit-tools

Dialog MCP Server enables AI assistants to conduct Reddit research through semantic search across 20,000+ indexed subreddits, fetching posts and comments with full citations and URLs. It provides a three-layer architecture (discover → schema → execute) for market research, competitive analysis, a

king-of-the-grackles/reddit-research-mcp

Consult7

Consult7 allows your agent to leverage models with massive context windows to analyze large codebases/ document collections \n\n➜ For Claude Code users, Consult7 is a game changer.\n

szeider/consult7

task-orchestrator

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

jpicklyk/task-orchestrator

Space Frontiers MCP Server

MCP Server for Space Frontiers API

SpaceFrontiers/mcp

Smartest-TV

Control any smart TV with natural language — play Netflix/YouTube/Spotify by name, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku.

Hybirdss/smartest-tv

BICScan

Provides a bridge to the BICScan API for assessing blockchain risk and analyzing digital assets through risk scoring and detailed holdings information

ahnlabio/bicscan-mcp

Kilntainers

MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.

Kiln-AI/Kilntainers

ArmaVita Meta Ads MCP

A local Model Context Protocol server that enables interaction with the Meta Marketing API to manage ad accounts, campaigns, and creatives. It provides tools for targeting research, insight reporting, and campaign management through local MCP clients like Claude Code and Cursor.

EfrainTorres/armavita-meta-ads-mcp

Google Docs, Drive & Sheets MCP Server

Enables deep integration with Google Workspace for AI assistants, allowing for document creation, spreadsheet manipulation, and file management. It supports advanced features like template processing, comment thread management, and cell formatting.

rulords/google-docs-mcp-personal

DagPipe Pipeline Generator

Generates crash-proof Python LLM pipelines from plain English descriptions. Pipelines resume from the last successful node after a crash instead of restarting from scratch. IProvider-agnostic , works with Groq, Gemini, Ollama, OpenAI, or any Python callable. Zero infrastructure, runs entirely on free-tier APIs.

devilsfave/dagpipe

DNS and WHOIS query MCP server

An MCP server via STDIO to query DNS and WHOIS information.

patrickdappollonio/mcp-domaintools

codeix

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase.

montanetech/codeix

arch-linux-mcp

Arch Linux MCP (Model Context Protocol)

nihalxkumar/arch-mcp

Simple OpenAI Assistant

Create and manage conversations with OpenAI assistants.

andybrandt/mcp-simple-openai-assistant

loopctl-mcp-server

MCP server for loopctl — structural trust for AI development loops

mkreyman/loopctl

Trivy Security Scanner

Integrates Trivy's security scanning capabilities to detect vulnerabilities, misconfigurations, licenses, and secrets in local filesystems, container images, and remote repositories through natural language queries.

aquasecurity/trivy-mcp

OpenCollab MCP

Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.

prakhar1605/Opencollab-mcp

Cortex

Stores and recalls Claude Code session content as persistent memory, auto-injects relevant prior decisions and lessons at session start, and exposes 33 MCP tools for memory, knowledge-graph navigation, and cognitive profiling — backed by 41 neuroscience papers and 97.8% R@10 on LongMemEval.

cdeust/Cortex