The MCP Trust Index.

mcp-chat-visualizer

by asar007

Visualizes conversations as structured hierarchical mind maps by injecting a prompt that instructs the LLM to generate a JSON mind map — no external APIs required.

Asar007/mcp-chat-visualizer

batuta-mcp

by vorluno

MCP server that decomposes tasks into plans with disjoint file boundaries, validates overlaps, and creates git worktrees with a ready prompt per plan.

vorluno/batuta-mcp

college-tools-mcp

by ishaanshivalli

Provides structured MCP tools for querying college database records, including student profiles, course details, enrollments, faculty teaching assignments, and academic statistics.

IshaanShivalli/MCP-tools_for-collegeDB

3dsmax-mcp

by 317431629

Enables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and MAXScript commands.

317431629/3dsMaxMCP

token-reconciler-mcp

by humano-ai

Enables AI agents to compare design tokens from multiple sources, retrieve prior reconciliation runs, and get detailed per-conflict breakdowns with confidence factors and alias chains.

humano-ai/token-reconciler

mcp-arcgis-fallschurch

by pipeworx-io

Enables searching and querying of City of Falls Church GIS open geospatial data (parcels, zoning, public works) via ArcGIS feature services.

pipeworx-io/mcp-arcgis-fallschurch

lark-wiki-migration

by lichunyu77

MCP server for migrating Feishu/Lark wiki spaces, preserving the document tree structure via the migrate_feishu_wiki tool.

LiChunyu77/lark-wiki-migration

Myco

by battam1111

Agent-first cognitive substrate.

Battam1111/Myco

KLinePic MCP Server

by sher1096

Generate annotated post-trade candlestick review-chart PNGs from broker or exchange fills. Includes capability checks, no-charge preflight validation, and chart rendering; no signals or order execution.

sher1096/klinepic-agent-api-examples

Convo

by itsconvo

Access your meetings, transcripts, summaries, and action items from Convo, an AI meeting assistant. Cross-meeting intelligence: prepare for calls with past context, get weekly digests, and track action items across all meetings. Works before, during, and after your meetings.

itsconvo/mcp-server

Arcane Docker MCP Server

by cougz

Enables managing Docker environments through Arcane via natural language, providing tools for containers, images, volumes, networks, and Docker Compose stacks.

cougz/arcane-mcp-server

nvme-over-quic

by uclouvain-ensg

Code of our ICNP 2026 paper

UCLouvain-ENSG/nvme-over-quic

Iter

by kuig

Iter applies a prompt to every paragraph or section node of a Markdown document.

Kuig/Iter

AgentBase

by revmischa

Hosted shared knowledge base for AI agents. Store, search, and retrieve structured knowledge using semantic search. Agents contribute to a growing collective intelligence that compounds over time. No install — just a URL.

revmischa/agentbase

EchoFM Studio

by deep360-code

Enables AI assistants to manage audio-story series: create, edit, narrate, publish, and generate marketing content like UGC videos and reels through a secure MCP endpoint.

Deep360-code/MCP_Creartors-

mcp-teamline

by aroy314

Enables MCP hosts to call the Teamline API for user authentication, task listing, creation, completion, and webhook management.

aroy314/mcp-teamline

hevy-coach

by jmilinovich

MCP server that connects Claude to the Hevy fitness app, enabling AI-driven personalized strength coaching by reading lifting history and programming workouts.

jmilinovich/claude-hevy-coach

hue-mcp

by thomasrohde

ThomasRohde/hue-mcp

poe-proxy-mcp

by anansitrading

A FastMCP v2 server that proxies the Poe.com API, supporting both STDIO and SSE transports

Anansitrading/poe-proxy-mcp

lu-mcp-server

by rafapra3008

Verify AI agent communication with session types and formal proofs. 4 tools: parse protocols, verify messages, check safety properties, browse 20 stdlib templates.

rafapra3008/cervellaswarm

SEO Analyzer API

by lazymac2x

Analyzes any webpage for SEO scores, issues, and actionable recommendations. Supports side-by-side comparison of two URLs.

lazymac2x/seo-analyzer-api

Qiao-MCP

by soratayang

Enables AI assistants to interact with bridge structural analysis software for modeling, construction stages, and code checking.

SorataYang/qiao-mcp

Crucher MCP

by islobodan

A powerful scientific calculator for your AI assistant, built as a Model Context Protocol (MCP) server. Cruncher allows compatible AI clients (like Claude Desktop) to perform complex mathematical calculations

islobodan/cruncher-mcp

mcp-data-orlando

by pipeworx-io

Enables searching and querying Orlando Open Data datasets via Socrata SoQL, providing access to metadata and data rows through natural language or direct tool calls.

pipeworx-io/mcp-data-orlando

yandex-direct-mcp

by artgas1

MCP-сервер и командная строка к API Яндекс Директа v5: 113 методов из машиночитаемой схемы, узкая поверхность, изменение выключено по умолчанию

artgas1/yandex-direct-mcp

IL2CPP Frida Bridge

by axhlzy

Bridges Unity IL2CPP applications with Frida dynamic instrumentation for real-time reverse engineering analysis including class inspection, method hooking, memory analysis, and JavaScript code execution within target processes.

axhlzy/il2cpp-frida-mcp

shopify-operations-mcp

by jpka

Safe-write Shopify operations MCP server with plan-before-execute writes, out-of-band approval, and tamper-evident audit trail.

jpka/shopify-operations-mcp

path402

by b0ase

Turns AI agents into autonomous economic actors by providing tools to discover, evaluate, acquire, and serve tokenized content on the $402 network.

b0ase/path402

mcp-tvmaze

by pipeworx-io

Enables searching TV show metadata, episodes, and schedules via the TVMaze API with no authentication required.

pipeworx-io/mcp-tvmaze

cyberchef-mcp-server

by tregardlabs-dana

Exposes hundreds of CyberChef data operations as tools for LLM agents to perform encoding, decoding, hashing, compression, encryption, and data format conversion.

TregardLabs-Dana/mcp-cyberchef

eCash MCP Server

by ecashprotocol

Enables AI agents to interact with the eCash ecosystem on Base mainnet, providing tools for mining, wallet operations, job marketplace, and reputation management.

ecashprotocol/ecash-mcp-server

mcp-licenses

by pipeworx-io

Enables lookup, search, and retrieval of open-source license information using the SPDX license list, with tools for finding licenses by ID or keyword and fetching full license text.

pipeworx-io/mcp-licenses

omni-file-converter-mcp

by ai-hub-admin

AI-Hub-Admin/omni-file-converter-mcp

travmaskinen-mcp

by kennyolofsson23-netizen

MCP server providing Nordic harness racing data (Swedish, Norwegian, Danish, Finnish) with upcoming races, startlists, betting pool percentages, and model-derived win probabilities for AI agents.

kennyolofsson23-netizen/travmaskinen-mcp

rungraph

by fayzan123

rungraph is an MCP server (stdio, npx rungraph mcp) that turns Claude Code and Codex transcripts into an interactive run graph. Seven tools: list_runs, get_graph, find_nodes, get_detail, focus_nodes, get_current_view, open_visualization. Reads transcripts post-hoc, no hooks, local-only, zero runtime dependencies. Published on npm as rungraph.

fayzan123/rungraph

LLM Wiki MCP

by jlnkrth

MCP server for persistent, compounding markdown wikis maintained by LLMs. Enables incremental knowledge base building with interlinked pages, search, and raw source management.

jlnkrth/llm-wiki-mcp

MCP Guide Schema Query

by baongothien18

Enables AI tools to understand a database, inspect schema, and run safe SELECT queries with SQL guardrails, plus optional codebase reading.

BaoNgoThien18/mcp-guide-schema-query

canvas-mcp

by tylergibbs1

Enables AI agents to interact with Canvas LMS via its REST API for reading courses, assignments, grades, announcements, discussions, and performing write actions with dry-run safety.

tylergibbs1/canvas-mcp

illustrator-mcp

by christancho-co

Enables AI assistants to control Adobe Illustrator on Windows, including creating, opening, saving, and exporting documents, drawing shapes, adding text, and running arbitrary ExtendScript.

Christancho-co/illustrator-mcp