The MCP Trust Index.

codegraph

by optave

Provides AI agents with a function-level dependency graph of the codebase through 30 MCP tools, enabling structural queries about code dependencies, callers, and impact analysis.

optave/ops-codegraph-tool

tg-mcp

by draiqw

An MCP server that gives AI agents full access to a personal Telegram account via MTProto, enabling chat reading, history search, messaging, media handling, and automations.

draiqw/tg-mcp

AgentUp

by nolabs-ai

Portable , scalable , secure AI Agents

nolabs-ai/AgentUp

lokicms-plugin-mcp-auth-

by mauricioperera

MauricioPerera/lokicms-plugin-mcp-auth-

mcpadapt

by grll

Unlock 650+ MCP servers tools in your favorite agentic framework.

grll/mcpadapt

MySQL Database

by burakdirin

Enables direct SQL query execution and database connections to MySQL databases through a simple interface that returns results in JSON format.

burakdirin/mysqldb-mcp-server

rag-local

by mauricioperera

Local-first RAG memory for LLMs: Node server with ONNX embeddings, OKF-structured chunks, portable vector bundles, and REST + Web UI + CLI + MCP interfaces

MauricioPerera/rag-local

Cityflo OTP MCP

by sonu0305

Provides on-time performance analysis for Mumbai North bus routes via tools for route summaries, late trip drill-down, and data quality reports. It quarantines invalid data and surfaces policy questions instead of hidden normalizations.

Sonu0305/cityflo-otp-mcp

smeet666/mcp-ptitchef

by smeet666

MCP server for Ptitchef. Browse the recipe category tree and read its recipes. No API key required.

smeet666/mcp-ptitchef

Telegram MCP — Next Generation

by lonevertex

Enables MCP-compatible clients to securely access and manage Telegram accounts, chats, messages, media, and contacts, with tiered permissions, write controls, and local caching.

LoneVertex/telegram-mcp-nextgen

VapiAI/mcp-server

by vapiai

Vapi MCP Server

VapiAI/mcp-server

anki-mcp-server

by nailuogg

MCP server for Anki via AnkiConnect

nailuoGG/anki-mcp-server

peru-gob-mcp

by andermc66

MCP server for Peruvian government data, enabling search and anomaly detection in public procurement (OSCE) and legislative tracking (Congress), plus semantic search over both domains.

AnderMC66/dataperu-MCP

PubMed

by chrismannina

Integrates with NCBI PubMed to provide literature search, article retrieval, author-based searches, citation formatting in multiple styles, and research trend analysis for academic and bibliographic research workflows.

chrismannina/pubmed-mcp

library-mcp

by forgemeshlabs

This MCP server enables AI agents to search and retrieve exact, cited passages from a large corpus of public-domain books, including full-text search, book metadata, chapters, quotes, and 'ask book' Q&A. Payments are handled via x402 micropayments on Base.

forgemeshlabs/library-mcp

okx-agent-trade-kit

by dex-original

okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp

dex-original/okx-agent-trade-kit

inference_builder

by nvidia-ai-iot

A tool for generating python inference pipeline

NVIDIA-AI-IOT/inference_builder

securedact-mcp

by giganteshji

Securedact MCP is a local-first privacy layer for MCP-compatible AI workflows. It detects, reviews, redacts, and audits sensitive information before approved sanitized content is used downstream.

GigantesHJI/securedact-mcp

content-contracts-mcp-server

by mauricioperera

MCP server exposing content contract validators (SEO.md, PRODUCTHUNT.md, LINKEDIN.md) as tools so AI agents can verify generated content against concrete rules without maintaining linters. It provides linting and JSON-LD export tools with config and content passed as parameters, not file paths.

MauricioPerera/content-contracts-mcp-server

Expense Tracker MCP

by khushisonwane23

Enables AI assistants to add, retrieve, and categorize expense records through structured MCP tools, with data stored in SQLite and deployable remotely for natural-language expense management.

khushisonwane23/expense-tracker-mcp

funplay_cocos

by funplayai

An embedded MCP server for Cocos Creator editor that enables AI assistants to inspect and automate Cocos projects.

FunplayAI/funplay-cocos-mcp

halofy

by halofyai

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

halofyai/halofy

open-edison

by edison-watch

Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.

Edison-Watch/open-edison

ERP-lite MCP Server

by josephkamau32

MCP server that exposes ERP functionalities to AI agents, enabling read-only queries for sales orders and inventory, and human-in-the-loop purchase requisition creation and approval.

josephkamau32/erp-lite-mcp

OpenStudy

by openstudy-dev

Self-hostable study dashboard with a built-in MCP server, so that your Claude/ChatGPT subscription becomes x10 more effective for your semester

OpenStudy-dev/OpenStudy

Dictionary & Thesaurus

by casualgenius

Provides English word definitions, synonyms, and example usage through the Free Dictionary API for writing assistance and vocabulary building applications.

casualgenius/mcp-servers

Last.fm Taste MCP

by sptmru

Provides Last.fm listening analytics and recommendations by combining Last.fm and MusicBrainz metadata, maintaining a local listening index, and recording explicit preferences. Enables queries for listening summaries, taste profiles, artist context, and evidence-backed recommendations via MCP tools.

sptmru/lastfm-mcp

marm-memory

by lyellr88

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

Lyellr88/marm-memory

Enhanced MCP Server

by jacobcdsmith

A comprehensive MCP server with dual interfaces (stdio and web dashboard) that provides developer tools for Git operations and code search, system operations for command execution and monitoring, and data processing capabilities.

Jacobcdsmith/MCP-Commander-Console

Slack MCP

by jtalk22

Unlock full Slack access for your AI—DMs, private channels, threads, and search history. No OAuth apps or admin approval required. Session mirroring gives your AI the same access you already have.

jtalk22/slack-mcp-server

kaas

by bybit-exchange

Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.

bybit-exchange/kaas

strimzi-kafka-cli

by systemcraftsman

Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MirrorMaker2, and node pools.

SystemCraftsman/strimzi-kafka-cli

testlink-mcp

by eason0in

An AI-friendly, safety-first Model Context Protocol server for TestLink 1.9.20, exposing normalized discovery and analysis tools with bounded pagination, structured output, and preview-before-apply writes over stdio.

Eason0in/testlink-mcp

usc-webreg-mcp

by shreeyachand

local mcp to interact with usc course catalog data for schedule planning

shreeyachand/usc-webreg-mcp

minicms

by mauricioperera

MauricioPerera/minicms

mcp-cockroachdb

by amineelkouhen

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

amineelkouhen/mcp-cockroachdb

EnvFactory

by lark-ai-lab

The official paper for EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL.

LARK-AI-Lab/EnvFactory

Agoragentic

by rhein1

Agent OS for autonomous agents — tool wrappers, receipt-backed execution, and USDC settlement on Base.

rhein1/agoragentic-integrations

open-multi-agent-kit

by dmae97

Evidence-gated runner for Codex, Claude Code, OpenCode, and local coding agents. Routes tasks into scoped DAG lanes with replayable artifacts.

dmae97/omk

micro-expert

by mauricioperera

Local AI agent powered by sub-1B models and Context-Time Training (CTT)

MauricioPerera/micro-expert