The MCP Trust Index.

agent-native-cms

by fishperson113

Agent-native CMS kernel with stateful MCP and dynamic article presentations

fishperson113/agent-native-cms

Lyrenth

by lyrenth

Read any public web page as a clean AIDocument: Markdown plus title, description, and structure, with navigation and boilerplate stripped. Reads resolve through Lyrenth's shared cache, so it is far fewer tokens than raw HTML and origin-friendly.

lyrenth/lyrenth-mcp

retinue

by jklthinking

众卿 RETINUE - self-hosted task board where humans and AI agents work the same cards. 人和 AI 智能体共用的自托管任务板：对话开卡、审计链、租约围栏、MCP 接入。PolyForm Noncommercial 1.0.0, commercial licensing reserved.

jklthinking/retinue

Atomic Red Team MCP

by cyberbuff

Provides access to Atomic Red Team tests, enabling search, validation, and execution of atomic tests via natural language.

cyberbuff/atomic-red-team-mcp

context-engineering

by bonigarcia

Context Engineering: Build Consistent, Accurate, Predictable AI Systems

bonigarcia/context-engineering

dbackup-mcp

by x1pher

A typed MCP server for curated backup administration of DBackup via its API, exposing tools for backup jobs, execution history, notifications, storage, and bounded restore workflows.

X1pheR/dbackup-mcp

toolhive-studio

by stacklok

ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents

stacklok/toolhive-studio

bettermemory

by 0mattias

An MCP memory server for coding agents that checks stored facts against the filesystem and git before relying on them, flagging stale memories.

0Mattias/bettermemory

paper-fetch-mcp

by dictation354

MCP server that turns DOI, URL, or paper titles into structured Markdown full-text with metadata and assets, enabling AI agents to read beyond abstracts.

Dictation354/paper-fetch-skill

mcp-wikibooks-cookbook

by smeet666

Search and read recipes from the English Wikibooks Cookbook, with tools to rescale ingredient lists to a target number of servings.

smeet666/mcp-wikibooks-cookbook

sap-abap-mcp

by ciltress

MCP server providing full read/write access to SAP ABAP systems via ADT with password-less SSO (Kerberos, X.509, OAuth2), offering 128 tools for object CRUD, source editing, debugging, RFC calls, and more.

Ciltress/sap-abap-mcp

Thunderbird MCP

by tkasperczyk

Enables interaction with Thunderbird email client to search and read emails, manage contacts, list calendars, and draft messages with pre-filled content through a local HTTP bridge.

TKasperczyk/thunderbird-mcp

Ajey95/immuno-graph

by ajey95

System that takes a pathogen protein and narrows what should be tested experimentally

Ajey95/immuno-graph

Agent Tools Runtime

by mauricioperera

Persistent MCP server runtime for progressively discovering and loading MCP, REST, and local CLI adapters, with host-side credentials and explicit confirmation for mutations.

MauricioPerera/agent-tools-runtime

STAMP

by katherlab

Solid Tumor Associative Modeling in Pathology

KatherLab/STAMP

adityarya24/gws-marketing

by adityarya24

Agent-facing MCP server for Google Search Console, GA4, and Workspace with scoped OAuth

adityarya24/gws-marketing

grounded-support-agent

by ankit512

An MCP server that acts as a governed customer-support tool, resolving questions only when the knowledge base supports a cited, grounded answer and honestly escalating everything else with provenance and evidence.

Ankit512/grounded-support-agent

mcp-server-filesystem

by vitexsoftware

Exposes Linux filesystem operations as tools for LLM agents, with configurable root directory and read-only mode, built with FastMCP.

VitexSoftware/mcp-server-filesystem

a2e-engine

by mauricioperera

MauricioPerera/a2e-engine

Cloud Jira MCP

by leonardoaa

Enables management of multiple Jira Cloud instances through MCP, including workspace linking, issue creation and editing, workflow transitions, attachment retrieval, and administration via a web interface.

leonardoaa/cloud-mcp

qgis_mcp

by jjsantos01

Connects Claude AI to QGIS through the Model Context Protocol, allowing Claude to directly interact with and control QGIS for tasks like project creation, layer manipulation, and code execution.

jjsantos01/qgis_mcp

Google Workspace MCP Server

by taivo1905

Enables AI agents to interact with Google Workspace (Gmail, Calendar, Sheets, Drive, Docs) through MCP tools, allowing natural language commands to manage emails, schedule events, and handle documents via a Telegram bot interface.

TaiVo1905/google-workspace-mcp

Mochow Vector Database

by baidu

Provides direct access to Mochow vector database capabilities for managing databases, tables, and performing vector similarity and full-text searches with filtering options.

baidu/mochow-mcp-server-python

mcp-recipes

by smeet666

An MCP server that searches and reads recipes from multiple sources simultaneously, merges the results, and rescales ingredient quantities for any number of servings in French and English.

smeet666/mcp-recipes

InstantClips

by instantstudioai

Create branded vertical video ads from ecommerce product URLs or product photos.

InstantStudioAI/instantclips-mcp

DB-Explorer-MCP

by ayush-148

A FastMCP server that enables safe, read-only exploration and querying of relational databases (SQLite, PostgreSQL, MySQL) through natural language, with tools for schema inspection, query execution, plan explanation, and migration validation.

AYUSH-148/DB-Explorer-MCP

sverklo

by sverklo

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.

sverklo/sverklo

teradata-mcp-server

by teradata

teradata/teradata-mcp-server

Devpost_AgentOS

by ash1971-sys

Ash1971-sys/Devpost_AgentOS

mathmethods-mcp

by agmonetti

An MCP server that exposes numerical and mathematical methods (root finding, integration, differentiation, ODEs, Monte Carlo, dynamic systems) as tools for LLM agents to call directly from chat clients.

agmonetti/mathmethods-mcp

blocksnetwork/blocks-sdk

by blocksnetwork

MCP server for Blocks Network consumer operations

blocksnetwork/blocks-sdk

IFS Developer Intelligence MCP Server

by devansh-tntra

An enterprise MCP server that transforms IFS Cloud documentation, local code, and Oracle error knowledge into AI-powered development intelligence, offering 60+ tools for code generation, review, error diagnosis, and deployment.

devansh-tntra/ifs-developer-intelligence-mcp

kronos-forgemesh-mcp

by forgemeshlabs

MCP server for purchasing Kronos market intelligence via x402 USDC payments on Base, providing tools for risk, whale flows, signals, history, forecasts, and auditable decision journaling.

forgemeshlabs/kronos-forgemesh-mcp

Backblaze B2 MCP Server

by backblaze-labs

MCP server for Backblaze B2 Cloud Storage: a focused, safe 40-tool surface (17 native B2 SDK, 19 S3 data-plane, 4 analytics) for any MCP-compatible AI client, currently incubating in Backblaze-Labs

backblaze-labs/b2-mcp

cesium-ai-integrations

by cesiumgs

Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.

CesiumGS/cesium-ai-integrations

AgentLens

by agentkitai

Tamper-evident, SHA-256 hash-chained audit trail and observability MCP server for AI agents.

agentkitai/agentlens

autocontext

by greyhaven-ai

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

greyhaven-ai/autocontext

Ahamed-2008/kali-mcp

by ahamed-2008

Ahamed-2008/kali-mcp

Arkon

by nduckmink

Self-hosted enterprise knowledge hub that compiles organizational docs into a structured wiki and serves it to AI clients via MCP with fine-grained access control.

nduckmink/arkon

correctover-mcp-server

by dshcorrectover

Enables protocol-level runtime verification of AI agent tool calls across six dimensions with a fail-closed guarantee, blocking any action that fails verification before execution.

DSHCorrectover/ccs-mcp-server