The MCP Trust Index.

Waalaxy MCP Server

by globodai-group

Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools using browser automation (Playwright) to interact with the Waalaxy web interface.

globodai-group/mcp-server-waalaxy

total-agent-memory

by vbcherepanov

Persistent, local memory for AI coding agents that learns how you work, not just what you said. Supports Claude Code, Codex CLI, Cursor, and any MCP client.

vbcherepanov/total-agent-memory

paranoia-local

by subvertnormality

A local MCP server that provides adversarial code review by having one frontier agent (Claude Code or Codex) critique code changes using the other agent (Codex or Claude Code) with full repository access, enabling a genuine second opinion on code and plans.

subvertnormality/paranoia

Deep Research MCP Server

by lihongwen

Enables conducting comprehensive research on complex topics through multi-layered analysis, automatic complexity assessment, and structured report generation with proper citations and critical analysis frameworks.

lihongwen/deepresearch-mcpserver

TuringMind MCP Server

by turingmindai

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.

turingmindai/turingmind-mcp

Prototype Kit MCP Server

by nmiah1

An MCP server that creates and manages GOV.UK Prototype Kit projects, enabling agents to scaffold kits, plan and generate multi-page journeys as Nunjucks macros, and run the dev server with embedded GOV.UK design conventions and accessibility guidelines.

nmiah1/prototypekit-mcp

Bicameral MCP

by bicameralai

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

BicameralAI/bicameral-mcp

second-brain-mcp

by noesskeetit

Turns an Obsidian vault into semantic memory for coding agents, providing read-only semantic search and a human-approved write workflow via MCP.

noesskeetit/second-brain-mcp

YouTube Transcript

by adhikasp

Fetch and analyze YouTube video transcripts.

adhikasp/mcp-youtube

HumanProof

by sandeep-alluru

Agent trajectory scorer for human-likeness — flags bot-like patterns in automated workflows before they reach production.

sandeep-alluru/humanproof

NeoCoder Neo4j AI Workflow

by angrysky56

Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

angrysky56/NeoCoder-neo4j-ai-workflow

kintone MCP Server (Python3)

by r3-yamauchi

Enables AI assistants to interact with kintone data by providing comprehensive tools for record CRUD operations, file management, and workflow status updates. It supports secure authentication and automatic pagination to handle large datasets efficiently through the Model Context Protocol.

r3-yamauchi/kintone-mcp-server-python3

history-to-skill

by mandolaro

Turns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.

Mandolaro/history-to-skill

microbeFunction_mcp

by miooooooo

Supports querying and downloading MGnify genome data and performing KEGG functional annotation and module completeness analysis for microbial genomes.

Miooooooo/microbeFunction_mcp

ariadne

by whyy9527

Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)

whyy9527/ariadne

YNAB MCP Server

by wgdevelopment

A minimal and auditable MCP server that enables local AI assistants to read and manage YNAB budget data. It supports operations like listing accounts, tracking transactions, and moving money between categories while maintaining user privacy.

WGDevelopment/ynab-mcp-server

TranslateGemma MCP Server

by woheller69

Enables on-device text translation via a local TranslateGemma LLM API, supporting multiple language pairs with automatic retries and rate limiting for privacy and low latency.

woheller69/TranslateGemmaMCP

mcp-brain

by pierfrancescolijoi

A Model Context Protocol server that gives Claude Code persistent, structured awareness of your project — without burning tokens on context rebuilding.

PierfrancescoLijoi/mcp-brain

ZSXQ Fetcher

by leonardleelbq-jpg

Enables AI assistants to read and manipulate ZSXQ (知识星球) content via MCP, allowing listing groups, searching posts, downloading and summarizing content through natural language.

leonardleelbq-jpg/zsxq-fetcher

MCP Translation Text

by tianfn

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

tianfn/mcp-translation-text

flin-linkedin-posts-mcp

by flin-agency

Enables users to read and analyze their own LinkedIn posts and shares using OAuth login and LinkedIn's Member Data Portability API. Supports post listing, analysis, draft matching, and engagement enrichment.

flin-agency/flin-linkedin-posts-mcp

House of Wisdom MCP

by ezzohamdan

Enables querying multiple AI models simultaneously and returns all answers unmerged for the user to weigh.

EzzoHamdan/house-of-wisdom-mcp

WebLoom Engine

by webloomhq

MCP server giving AI agents 86 tools for browser automation via Chrome DevTools Protocol, including navigation, click/fill ladders, network inspection, per-site cracks, and optional marketplace for site-specific knowledge packs.

webloomhq/engine

Neo4j GraphRAG MCP Server

by neo4j-field

An MCP server that enables LLMs to perform vector search, fulltext search, combined search and Cypher queries, write operations, and multimodal image retrieval on Neo4j databases for GraphRAG applications.

neo4j-field/mcp-neo4j-graphrag

memsearch-mcp

by tadmstr

Provides hybrid vector+BM25+reranker search and index-refresh tools over agent memory stored in markdown files, enabling forge agents to query memory across session, working, and docs tiers without direct file access.

TadMSTR/memsearch-mcp

fpgaZeroMCP

by lcapossio

An MCP server for FPGA toolchain operations including linting, simulation, synthesis, place-and-route, bitstream programming, and IP core registry via GitHub.

lcapossio/fpgaZeroMCP

retrace-mcp

by calvingunther66

Read-only MCP server for searching your local Retrace screen-history database, with tools for full-text search, segment listing, frame details, app usage, and tags.

calvingunther66/retracemcpclaude

research-mcp

by niol-zh

An MCP server for academic literature research that integrates Scopus, CrossRef, OpenAlex, and Unpaywall to search documents, get abstracts, author profiles, citing papers, and open-access PDF links.

niol-zh/research-mcp

mcp-bash-server

by uditk2

Enables running shell commands on the local machine via MCP, using bash.

uditk2/mcp-bash-server

EODHD MCP Server

by enlavan

Enables access to financial market data including EOD, intraday, fundamentals, news, and more via 75 read-only MCP tools.

Enlavan/EODHD_MCP_server

fenced-obsidian-sync-mcp

by mmsge

A deny-by-default MCP server for Obsidian vaults where operators declare exact capabilities (list, read, create, etc.) scoped by path globs; everything not permitted is impossible by construction as disallowed tools are never registered.

mmsge/fenced-obsidian-sync-mcp

Apple MCP

by thetaroot

Enables AI agents to access iCloud Calendar, Reminders, and Mail with configurable scope and read-only modes.

thetaroot/apple-mcp

thingspanel-mcp

by thingspanel

This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol.

ThingsPanel/thingspanel-mcp

Video Streaming Search

by aahl

Searches Chinese video streaming platforms for TV series and anime playback URLs with Xiaomi TV integration.

aahl/mcp-vods

Kalshi Trading

by 9crusher

End-to-end trading on Kalshi prediction markets: discover, research, and trade.

9crusher/mcp-server-kalshi

MCP Translation Text

by niutrans

Provides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.

NiuTrans/MCP-TextTranslation

WhatsApp (adelaidasofia)

by adelaidasofia

WhatsApp MCP with SQLCipher-encrypted storage, scrubber CI, draft-and-confirm sends, and voice transcription.

adelaidasofia/whatsapp-mcp

brain

by sysangel

A personal memory engine and MCP server that stores durable facts in markdown files managed via git, enabling hybrid search (lexical + semantic) through an MCP interface for persistent context across LLM sessions.

sysangel/brain-mcp

Job Agent

by park0301

An AI-powered job search and application assistant that enables multi-source job hunting, OpenAI matching, cover letter generation, and hybrid application automation via Playwright, Chrome CDP, screen OCR, and manual assist.

PARK0301/job-agent

Purple AI MCP Server

by wojtekkura

Enables read-only access to SentinelOne's platform through MCP, allowing security investigations, threat hunting, and asset inventory queries via natural language.

wojtekkura/purple-mcp

Resilience Architect MCP

by ckq-aws

Your proactive chaos engineering companion that analyzes infrastructure code and designs targeted resilience experiments before problems occur.

ckq-aws/resilience-architect-mcp

MCP SQL Server

by attilio81

MCP server for SQL Server database inspection and querying, with connection pooling, security features, and a web manager UI.

Attilio81/MCP-Sql-Server

ATracker MCP Server

by braveva

Syncs ATracker time tracking data to a local SQLite database and provides MCP tools for querying tasks, entries, tags, and exporting data.

braveva/ATracker-MCP

cli2mcp

by yaacov

Enables AI assistants to call any CLI tool by scanning its help output and serving it as an MCP server.

yaacov/cli2mcp

Catalog CLI Pro

by bwb03

Amazon catalog auditing tool with 13 quality checks for product listings.

bwb03/amazon-catalog-cli

tuskledger-mcp

by bradmorphsters

Enables AI assistants to query and analyze local personal finance data from Tusk Ledger through tools for transactions, accounts, investments, and more, without sending data to the internet.

BradMorphsters/tuskledger-mcp

s3-mcp-server

by tushar3006

MCP server for retrieving PDF data from AWS S3 buckets. Provides tools to list buckets, list objects, and retrieve objects.

tushar3006/s3-mcp-server