The MCP Trust Index.

mcp-kraken

by xavierbeheydt

An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API over HTTP with bearer token authentication, enabling account management, trading, and market data queries through natural language.

XavierBeheydt/mcp-kraken

Graphiti FastMCP Server

by donbr

A temporally-aware knowledge graph MCP server for AI agents, enabling episodic ingestion, entity management, and semantic search with support for multiple LLM and embedding providers.

donbr/graphiti-fastmcp

logseq-mcp

by mikeysrecipes

mikeysrecipes/logseq-mcp

dead-letter

by bigcactuslabs

MCP server that converts .eml email exports (Gmail, Outlook, and other archives) into clean Markdown with YAML front matter — splitting reply threads, stripping signatures and quoted history, extracting attachments, and parsing calendar invites. Built for feeding archived email into RAG and LLM pipelines.

BigCactusLabs/dead-letter

dispatch-mcp

by kooshapari

MCP server for tier-based dispatch delegation via OmniRoute, enabling message dispatching to various AI model tiers and health monitoring.

KooshaPari/dispatch-mcp

multicomp-mcp

by cameroncoats

Enables control of the Multicomp Pro MP711134 bench power supply and multimeter over USB serial, allowing an LLM agent to power-cycle boards, measure current profiles during boot, run custom voltage/current profiles, and wait for conditions without polling.

cameroncoats/multicomp-mcp

FastMCP Demo Server

by rprashar21

A demonstration server showcasing MCP capabilities with basic tools including addition calculations and weather API integration for fetching city weather data.

rprashar21/mcp

Digikala MCP Server

by rezashahnazar

Enables intelligent product discovery on Digikala (Iran's largest e-commerce platform) with bilingual search, query optimization, price filtering in Toomans, product details, recommendations, and AI-powered semantic search for clothing and accessories.

rezashahnazar/digikala-mcp-server

mcp-keycloak

by xuancanhit99

A Model Context Protocol (MCP) server that provides a natural language interface for managing Keycloak identity and access management through its REST API.

xuancanhit99/mcp-keycloak

analytics-mcp

by bhavya998

A production-grade MCP server for enterprise sales analytics, enabling LLM clients to query, analyze, and visualize sales data from a SQLite database through structured tools, resources, and prompts.

bhavya998/analytics-mcp

dependency-health

by ny5184

An MCP server that performs comprehensive health checks on project dependencies for JavaScript and Python projects, detecting outdated packages and fetching changelogs.

NY5184/mcp-dependency-health

rce-cho-mcp

by jolietjakeblues

Enables querying the Dutch RCE Cultural Heritage Objects linked data endpoint via SPARQL, with ontology guidance and query validation for safe, accurate results.

jolietjakeblues/rce-cho-mcp

Agent Memory MCP Server

by aiagentkarl

Provides persistent key-value storage with full-text search, tags, and namespaces for AI agents to maintain context across sessions.

AiAgentKarl/agent-memory-mcp-server

Google Drive MCP

by egcooper

MCP server for managing Google Drive documents from Cursor, enabling file operations like list, search, download, upload, update, create folders, and delete.

EgCooper/MCP-GOOGLE

IoT Device Management MCP Server

by aiagentkarl

Enables registration, monitoring, and control of IoT devices via AI agents, with local storage and no cloud API key required.

AiAgentKarl/iot-device-mcp-server

file-indexer-mcp

by a-souhei

An HTTP MCP server that indexes large documents into exact-line-numbered sections, enabling AI models to locate, read, summarize, and edit parts of a document without ingesting the whole file.

A-Souhei/file-indexer-mcp

Acme Operations Assistant

by yesidevelop

MCP server providing business tools for customer support and account management, integrated with SQLite, OpenAI, and Streamlit.

yesidevelop/simple-mcp-server

singleops-mcp

by sanjibani

Enables reading operations, searching clients, and creating leads in SingleOps, the US green-industry field-service platform, through natural language commands.

sanjibani/singleops-mcp

dart-mcp-paginated

by minjinlee1123

A DART disclosure collection server that overcomes the daily limit of existing connectors by using pagination to scan all disclosures (up to 861 per day) and filters for institution filings like the National Pension Service.

minjinlee1123/dart-mcp-paginated

Claude-NWS Protocol Bridge

by shreyyzsh

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.

shreyyzsh/context-weather

mdx-mcp

by tghanchidnx

Enables natural language querying of OLAP/SSAS cubes with verified MDX generation, self-consistency checks, and honest abstention when queries are ambiguous.

tghanchidnx/mdx-mcp

immo-mcp

by wardenpro

Analyzes French real-estate market using open data sources like DVF transactions, DPE certificates, and risk data.

WardenPro/immo-mcp

reddit-mcp

by kalguinn

A read-only Model Context Protocol server that enables browsing subreddits, searching within subreddits, retrieving comment trees, and looking up user activity on Reddit via natural language.

KalGuinn/reddit-mcp

RDF4J MCP Server

by odysa

An MCP server that enables AI-powered exploration of RDF data and SPARQL querying via RDF4J. It provides tools for executing queries, searching knowledge graph resources, and retrieving schema summaries.

odysa/rdf4j-mcp

Interactive MCP Popup

by wangdefaf

An MCP server that enables interactive Qt popups and continuous conversation within IDEs, facilitating user feedback and multi-turn dialogues.

wangdefaf/interactive-mcp-popup

agent-cost-mcp

by vanthienha199

Tracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.

vanthienha199/agent-cost-mcp

CreNexus

by jianbaorui07-dot

创枢 CreNexus：Windows 本地 AI 创意软件协同平台，连接 Codex、Photoshop、Illustrator、Blender、ComfyUI、AutoCAD 与剪映。

jianbaorui07-dot/CreNexus

obsidian-mcp

by sub-lime-time

A Python MCP server for accessing and managing Obsidian vaults, providing tools for reading, writing, searching, and organizing notes across multiple vaults.

Sub-lime-time/mcp-obsidian

The Librarian MCP Server

by janvrsinsky

Enables retrieval-augmented question answering over a private podcast archive with hybrid search (BM25 + dense embeddings), returning ranked passages with timestamps and citations.

janvrsinsky/jv-podcast-rag

IcebergMCP

by fastmcp-me

Enables natural language interaction with Apache Iceberg Lakehouse tables through MCP, supporting read-only operations like listing namespaces, tables, schemas, and partitions.

fastmcp-me/iceberg-mcp

NotebookLM

by alfredang

Automates Google NotebookLM workflows for creating notebooks, adding content sources, and generating podcasts, videos, slide decks, mind maps, quizzes, and reports.

alfredang/notebooklm-mcp

PostgreSQL MCP Server

by musaddiq-dev

A Python MCP server that enables schema discovery, read-only SQL queries, table previews, and index/relationship analysis on PostgreSQL databases.

musaddiq-dev/postgresql-mcp-server

MCP PostgreSQL Server

by shubham-mishra-remotedesk

Enables user name resolution and team management with PostgreSQL backend, providing fuzzy user lookup, batch operations, team hierarchy navigation, and calendar insights through natural language queries.

shubham-mishra-remotedesk/mcp-personal-efforti

SEC EDGAR MCP Server

by niharkalsekar099

Enables AI clients to retrieve SEC company profiles, filing listings, and structured XBRL financial statements via MCP tools.

NiharKalsekar099/sec-insight-mcp

changelog-mcp

by smartsys

A universal MCP server that enables AI assistants to safely manage changelog files by writing structured records to a JSONL store and deterministically generating markdown changelogs.

smartsys/changelog-mcp

DoneProof MCP

by efficjump

Converts implementation objectives into explicit acceptance criteria and a traceable evidence matrix with hash-linked ledger, enabling deterministic completion assessment.

efficjump/doneproof-mcp

phishfort-mcp

by mychaelconnolly

A security-first MCP server and paired agent skill for the PhishFort Unified Client API, enabling PhishFort incident review, reporting, attachments, comments, and webhook management with approval-gated writes and safe defaults.

mychaelconnolly/phishfort-mcp

Model Safety MCP

by itsalissonsilva

ModelSafetyMCP is an MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage.

itsalissonsilva/ModelSafetyMCP

small-mcp

by nishant-iit

A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.

Nishant-IIT/smallmp

android-emulator-mcp

by janjetze

An MCP server for managing local Android Virtual Devices (AVDs) and their lifecycles using Android SDK tools. It enables users to create, start, and stop emulators, while providing control over virtual sensors like the accelerometer and gyroscope.

JanJetze/android-emulator-mcp

china-phone-mcp

by bg7iuy

Enables AI agents to look up Chinese phone number carrier and location information using MIIT official data.

bg7iuy/china-phone-mcp

confluence-markdown

by dan-rebura

MCP server for bidirectional Markdown-to-Confluence sync, enabling download and publish of Confluence pages as Markdown with images, frontmatter tracking, and dry-run safety.

Dan-Rebura/confluence-markdown

Postgres MCP Pro

by dblinick

An MCP server for PostgreSQL with index tuning, explain plans, health checks, and safe SQL execution.

dblinick/postgres-mcp-pro-streamable

hr-assist

by abhinav29890

Enables HR teams to automate employee onboarding workflows through an Agentic AI system integrated with Claude Desktop.

abhinav29890/IndustryLevel_AgenticAI_MCP_HRMS_System

reflex-brain

by dokiromboide

MCP server that gives AI agents a continual learning brain with lessons, skills, memories, evidence-based refinement, rollback, and hybrid GraphRAG retrieval.

dokiromboide/reflex-brain

MCP-Airflow-API

by fastmcp-me

Enables natural language management of Apache Airflow workflows, including DAG monitoring, task control, and configuration, via the Model Context Protocol.

fastmcp-me/mcp-airflow-api

EMBA Firmware Security Analyzer

by 0xbuz3r

EMBA firmware security analysis for embedded device scanning.

0xbuz3r/emba-mcp