The MCP Trust Index.

whisper-transcribe-mcp

by zahirinatzuke

MCP server for audio transcription using local faster-whisper or OpenAI Whisper API, enabling multilingual transcription with optional GPT post-processing.

ZahiriNatZuke/whisper-transcribe-mcp

Loom Advisor

by m2ai-mcp-servers

Provides tools to list, retrieve, edit, and merge Loom screen recordings.

m2ai-mcp-servers/mcp-loom-video

neoforge-kb-mcp

by spudmashmedia

MCP server that provides RAG-based access to Neoforge Mod API documentation, enabling LLMs to query the latest Neoforge modding knowledge.

spudmashmedia/neoforge-kb-mcp

mcp-serial-hid-kvm

by sunasaji

Gives AI agents full keyboard, mouse, and screen access to a physical PC via a KVM server and OCR.

sunasaji/mcp-serial-hid-kvm

Hedgehog

by jpalmerr

A Model Context Protocol server that manages structured technical spike investigations and generates Architecture Decision Records through an enforced four-phase workflow. It enables developers to track exploration branches, document adversarial challenges, and maintain persistent state across multiple sessions.

jpalmerr/Hedgehog

Local Mem0 MCP Server

by hroerkr

A fully self-hosted MCP server that integrates the Mem0 framework to provide persistent memory capabilities for AI assistants using local models and vector storage. It enables users to store, search, and manage contextual information across conversations through a Docker-based deployment.

Hroerkr/mem0mcp

pdfeverything

by lezheng2333

Enables AI agents to perform 13 PDF operations (merge, split, compress, watermark, encrypt, and more) on local files via MCP.

Lezheng2333/PDFeverything

Flowise

by andydukes

Integrates with Flowise API to enable interaction with chatflows and assistants through dynamic tool registration or simplified static tools for listing and prediction creation.

andydukes/mcp-flowise

kreports

by capitalparser

Enables investors and analysts to query Korean listed companies' financial health, accounting risks, and disclosure events using DART filings, accessible via natural language through Claude.

capitalparser/kreports-dart-mcp

obsidian-codex-mcp

by aka-kika

Local-first MCP server for working with an Obsidian vault. No API key required

aka-kika/obsidian-codex-mcp

Core Lightning

by adi2011

Provides direct access to Core Lightning nodes through gRPC interface, enabling Lightning Network operations including channel management, payment tracking, invoice handling, node monitoring, and financial analysis of routing fees and channel profitability.

adi2011/cln-mcp

Cargo

by camshaft

Provides access to Rust crate documentation, version information, and workspace metadata through rustdoc JSON generation, crates.io API integration, and cargo metadata parsing for dependency management, API exploration, and project structure analysis.

camshaft/cargo-mcp

mcp-ynab

by alexfu

FastMCP server that exposes the YNAB API for budget management, enabling interaction with YNAB data through MCP tools.

alexfu/mcp-ynab

PawnDex MCP Server

by sittiev

MCP server for the Pawn package index, enabling AI assistants to search and inspect Pawn packages, retrieve repository details, and view ecosystem statistics.

sittiev/pawndex_mcp_server

joplin-mcp

by songtianlun

Enables interaction with Joplin notes through MCP, allowing searching, creating, updating, and deleting notes via the Joplin Web Clipper API.

songtianlun/joplin-mcp

AgentSpawnMCP

by sandsaber

A universal MCP server for spawning agents with any OpenAI-compatible LLM, supporting cloud and local models, and integrating with Claude Code, OpenCode, and Codex CLI.

sandsaber/AgentSpawnMCP

Arpe.io

by arpe-io

Unified interface for Arpe.io data tools including parallel database export, cross-platform migration, and cloud data pipelines.

arpe-io/arpeio-mcp

IVR Flow Linter

by arebury

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

arebury/ivr-flow-linter

Aguantar/clickhouse-mcp-server

by aguantar

A DataOps-focused MCP server for ClickHouse that provides query optimization advice, pipeline latency analysis, and data quality monitoring, with read-only safety.

Aguantar/clickhouse-mcp-server

iGenius Memory MCP Server

by vehoelite

Provides persistent AI memory and visual analysis tools for any MCP-compatible agent via the iGenius Memory service.

vehoelite/igenius-mcp

canvas-control

by tomtranjr

Turns Canvas LMS into a scriptable pipeline and exposes it to AI assistants via MCP for querying courses, grades, assignments, and syncing files using natural language.

tomtranjr/canvas-control

glintefy

by bitranox

Provides comprehensive code quality analysis and automated fixing, available as a CLI and MCP server (currently in early beta with MCP part untested).

bitranox/glintefy

translation-ai-mcp

by csoai-org

AI-powered translation MCP server with EU AI Act compliance, enabling automated translation workflows via the MCP protocol.

CSOAI-ORG/translation-ai-mcp

bluebubbles-mcp

by metaember

Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message scheduling, and contact lookups.

metaember/bluebubbles-mcp

CloudNet MCP Server

by ergo042

Provides an interface to the CloudNet Service REST API v3, enabling AI assistants to observe and manage CloudNet nodes, services, and players.

Ergo042/cloudnet-mcp

Capsule CRM MCP Server

by fuzzylabs

Enables AI assistants to access and query Capsule CRM data (contacts, opportunities, support cases, tasks, projects, products) through natural language, with read-only security.

fuzzylabs/capsule-mcp

mcp-gdbmi

by maxholman

Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, and register analysis via natural language.

maxholman/mcp-gdbmi

mcp-zabbix

by daedalus

Exposes the complete Zabbix API functionality through the Model Context Protocol, mapping API methods to tools for managing hosts, triggers, and monitoring data. It enables seamless integration and control of Zabbix monitoring environments via natural language interfaces.

daedalus/mcp-zabbix

NPS MCP Server

by aniruddhashukla

Provides access to the National Park Service API, enabling natural language queries about parks, alerts, campgrounds, events, and more.

AniruddhaShukla/nps-mcp

Frame Pulse MCP

by idaakiwumi

Provides AI agents with real-time system monitoring and control for creative workstations, enabling thermal management and process prioritization to prevent crashes.

IdaAkiwumi/frame-pulse-mcp

Grimoire

by tannernicol

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

tannernicol/grimoire

Apache Beam MCP Server

by souravch

Enables AI-controlled management of Apache Beam data pipelines across different runners (Flink, Spark, Dataflow, Direct) via the Model Context Protocol.

souravch/beam-mcp-server

Ollama MCP Server

by jmrussas

Exposes local Ollama instances as tools for Claude Code, allowing users to offload code generation, text drafting, and embedding tasks to local GPUs. It supports multi-turn conversations and model management through the Model Context Protocol.

JMRussas/ollama-mcp

Maipharm Domae MCP

by guinnessnet

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

guinnessNet/maipharm-domae-mcp

Crypto Tracker AI MCP

by csoai-org

Crypto Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/crypto-tracker-ai-mcp

Hospital WAF MCP

by 12211725-star

A Model Context Protocol server that exposes a hospital-oriented web application firewall engine for AI assistants. It enables request inspection against curated security rules and provides tools for rule management and security testing.

12211725-star/hospital-waf-mcp

GLM OCR MCP Server

by cs-qyzhang

Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

cs-qyzhang/glm-ocr-mcp

dm_mcp_server

by tgich

MCP server for Dameng database, providing tools to test connection, list tables, count tables, and execute SQL via environment variables.

TGich/dm_mcp_server

BossZhipin MCP Server

by derekdong-star

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

derekdong-star/mcp-boss

packmate-mcp

by umbra2728

MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analyze network traffic streams, search patterns, and manage pcap files.

umbra2728/packmate-mcp

PyNet Bridge

by rafa2403nunez-droid

PyNet Bridge MCP implementation to connect IAs with PyNet Platform.

rafa2403nunez-droid/PyNetBridge

Sophia Labs

by mgantlett

Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-chapter architecture blueprint (4 tools). /devops/mcp serves a 7-chapter coding agent playbook (3 tools). Each product has its own Gumroad license key. Free chapters available without auth.

mgantlett/sophia-blueprint-mcp

memro MCP Server

by memrohq

Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.

memrohq/memro-mcp

RunPod Image MCP Server

by jashwanth0712

An MCP server that gives Claude Code and Cursor the ability to generate and edit images using RunPod's Seedream V4 and Nano Banana Pro APIs.

jashwanth0712/runpod-image-mcp

repo-memory

by yubinkim444

A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep

yubinkim444/repo-memory

mcp-clipstream

by shamis6ali

Captures copyable text from Claude Code terminal output before it's mangled by ANSI codes or line breaks, providing a clean clipboard buffer through a TUI.

shamis6ali/mcp-clipstream

lore

by yacb2

Living typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.

yacb2/domaintome

seed-oil-tracker-mcp

by jaredonanisland

Seed oil (PUFA) data for 500+ US restaurant chains: letter grades, the oil each chain fries in, cleanest menu items, and rankings. Zero-dependency Python stdio server backed by the free hosted Seed Oil Tracker endpoint, no key or account needed.

JaredOnAnIsland/seed-oil-tracker-mcp

image2svg-mcp

by botmonster

An MCP server that converts raster images (PNG, JPG, WEBP) to scalable SVG vector graphics.

botmonster/image2svg-mcp

Crypto Market Data MCP Server

by eliasfire617

Provides live cryptocurrency market data from over 100 exchanges, enabling AI agents to fetch prices, order books, funding rates, and more for trading analysis and arbitrage opportunities.

eliasfire617/crypto-market-data-mcp