The MCP Trust Index.

MCP Task Queue — EC2 + SSE

by mohamedomar193

Enables Cursor on your laptop to connect to an MCP server on EC2 via SSE/HTTPS to manage a task queue stored in Postgres, supporting task listing, status updates, and work prompt generation.

mohamedomar193/mcp-server-1

godot-mcp

by gridness

MCP server for Godot editor automation.

Gridness/godot-mcp

webcal-mcp

by mnot

A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM agents, enabling calendar event retrieval and filtering.

mnot/webcal-mcp

calendar-ai

by ardakacd

Ardakacd/calendar-ai

home-credit-mcp

by ahmedrashed2024

MCP server that lets any LLM client query the Home Credit Default Risk SQLite database (307,511 loan applications) through 7 read-only tools, 4 resources, and 1 prompt over stdio, with natural language, SQL, and tool-calling interfaces.

AhmedRashed2024/home-credit-mcp

igpsport-mcp

by dengxuhui

Analyze iGPSport cycling data with natural language, computing derived training metrics (NP, IF, TSS, CTL, ATL, TSB) locally via MCP.

dengxuhui/igpsport-mcp

Leave MCP Server

by daomengkj

Enables LLM clients to handle leave applications by providing tools for initialization, organization selection, leave day calculation, attachment checks, uploads, and submission, with built-in business validation and environment switching.

daomengKJ/leave_mcp

Tribal (Error Knowledge Base)

by agentience

Stores and retrieves programming error knowledge through vector similarity search, enabling development teams to build a shared database of errors and solutions.

agentience/tribal_mcp_server

Code Generator MCP Server

by remiehneppo

Exposes structured code generation tools via MCP protocol, enabling users to generate production-grade Python functions, refactor buggy code, and create multi-function modules using local or cloud-based OpenAI-compatible APIs.

remiehneppo/code-generator-mcp

SQL Injection MCP Server

by vivashu27

An MCP server for identifying SQL injection vulnerabilities in web applications using various techniques like error-based, time-based, and union-based scanning. It supports bulk URL processing, WAF bypass strategies, and authenticated testing across multiple database systems.

vivashu27/SQLinjector_MCP

Uber Eats MCP Server

by iflow-mcp

Enables interaction with Uber Eats for food ordering and delivery management through natural language, acting as a proof-of-concept MCP integration.

iflow-mcp/uber-eats-mcp-server

aspose-pdf-cloud-mcp

by aspose-pdf-cloud

MCP server for Aspose PDF Cloud, enabling PDF storage, conversion, and extraction operations (merge, split, text/table/image extraction) via CLI and MCP.

aspose-pdf-cloud/aspose-pdf-cloud-mcp

mcp-orchestrator

by mrconter1

Manages local MCP servers on Windows: installs them, starts them hidden at logon, restarts them when they crash, and monitors them via a tray icon, with tools for lifecycle, catalogue, and session management.

mrconter1/mcp-orchestrator

📚 arXiv MCP Server

by tejas242

A streamlined Model Context Protocol server that connects AI assistants to arXiv's vast collection of academic papers. Search, analyze, and download research papers directly from your AI workflow.

Tejas242/arxiv-mcp

mcp-devils-advocate

by alebrito124356

Enforces structured adversarial reasoning via devil's advocate, premortem, assumption audit, and steelman protocols to stress-test claims and decisions.

AleBrito124356/mcp-devils-advocate

HRMS MCP

by sookieai

An HRMS assistant for AI tools that enables filing DSRs, checking leave balances, looking up colleagues, and reviewing appraisals through natural language.

SookieAI/hrms-mcp

document-intelligence-server

by kennywayn3

Enables intelligent document processing by extracting text, classifying document types, and generating structured summaries from PDFs and images using vision LLMs.

KennyWayn3/document-intelligence-server

tablebridge

by michael-whitecapdata

Turns a folder of CSV, Parquet, and JSON files into a single SQL-queryable source for AI agents, supporting JOINs across files with read-only sandboxed access.

Michael-WhiteCapData/tablebridge-mcp

pinelabs-mcp

by plural-pinelabs

MCP server for Pine Labs payment gateway that connects AI assistants to Pine Labs payment APIs using client credentials.

plural-pinelabs/pinelabs-online-mcp

Woow LiteLLM MCP Server

by woowtech

An MCP server suite for administering LiteLLM gateways, exposing tools to manage models, keys, teams, users, and spending, along with an admin GUI and an encrypted reverse proxy for secure access.

WOOWTECH/Woow_litellm_mcp_server

mcp-odbc

by phil-cheesman

A Python MCP server that connects to any ODBC data source and exposes schema discovery + query tools. Read-only by default, write access available per-connection.

phil-cheesman/mcp-odbc

vmware-harden

by vmware-skills

VMware vSphere compliance and hardening — read-only baseline scanning plus drift detection across CIS, DISA STIG, vSphere SCG, China DJCP 2.0, and PCI-DSS frameworks. Includes LLM-powered remediation suggestions; apply-side gated through the vmware-pilot approval workflow.

vmware-skills/VMware-Harden

Modular RAG MCP Server

by lina6795

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly invoke knowledge retrieval and reasoning capabilities.

Lina6795/MODULAR-RAG-MCP-SERVER

HAI-MCP

by smlfg

Provides a human-agent interface control plane for managing agent state, focus, and next steps across any MCP-compatible client, without calling an LLM itself.

smlfg/hai-mcp

sales-agent-mcp

by smantiv

Enables natural language sales analysis by connecting to a SQLite database, generating charts, and exporting results to CSV/Excel.

smantiv/sales-agent-mcp

SpectraMCP

by iamoumaribrahim

Exposes spectral analysis and radar DSP primitives (FFTs, STFT spectrograms, 2D Range-Doppler processing, CA-CFAR detection, MVDR beamforming, Kalman tracking) as callable MCP tools for AI agents, running hardware-free on signal files.

IamOumarIbrahim/governed-agent-mcp-stack

Obsidian MCP

by abrak98

Enables AI agents to manage Obsidian vaults through full CRUD operations, wikilink management, and section-level manipulation. It supports frontmatter editing, tag-based searching, and automated link updates to maintain vault integrity.

Abrak98/obsidian-mcp

Oneiros MCP Server

by mal0ware

Exposes a JEPA latent world model for planning in a 2D point-mass environment via MCP tools like encode_observation, predict_rollout, and plan_to_goal.

mal0ware/Oneiros

antigravity-review-mcp

by enferlain

AI-powered code review using Zhipu GLM. It gathers git diffs and source context to provide focused code reviews.

Enferlain/review-mcp

wildberries-mcp

by shndo1337

MCP server that turns Wildberries marketplace into a toolkit for LLM agents, enabling product search, detailed card inspection, price history, reviews, and cross-product comparison.

shndo1337/wildberries-mcp

USDA Nutrition Database MCP Server

by hemantapatil

Provides intelligent access to the USDA nutrition database through AI assistants, enabling users to search foods, compare nutritional content, find foods high in specific nutrients, and query authoritative nutrition data across 7,146+ food items through natural language.

HemantaPatil/mcp_postgres

finance-mcp

by dfrysinger

Local, privacy-first access to bank and credit-card transactions for Copilot, backed by SimpleFIN.

dfrysinger/finance-mcp

pyMSO5000 MCP Server

by mabl

Enables AI agents to control Rigol MSO5000 oscilloscopes through VISA, including acquisition, channels, trigger, timebase, waveform generator, display, and front-panel controls, with risk-based permission gating for direct SCPI operations.

mabl/pyMSO5000

ArXiv Research Assistant

by manaswi875

Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

Manaswi875/arxiv-research-mcp

OPET Fuel Prices MCP Server

by sinanerdinc

Provides access to OPET fuel station prices across Turkish provinces. Enables querying fuel prices by province, listing available provinces, and checking last update timestamps.

sinanerdinc/opet-mcp

robotframework-heal

by manykarim

A Robot Framework Listener for library agnostic self-healing and smart recovery of tests

manykarim/robotframework-heal

github-mcp

by anujsingla

A read-only MCP server that exposes GitHub user profiles, repository info, and search via tools for AI assistants like Claude.

anujsingla/github-mcp

Veridge MCP Server

by galimar

Enables AI assistants to query a project's unified graph (code, documents, decisions) with token-budgeted, ranked context, including focus, impact, and find operations.

galimar/veridge

Massive Context MCP

by egoughnour

An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

egoughnour/massive-context-mcp

vault-mcp

by korthomasjeong

A remote MCP server that enables language models to search, read, and write notes in an Obsidian vault organized with the PARA method, and save URLs as notes.

KORThomasJeong/vault-mcp

MCP Agent Hub

by avdiam

A local message broker for AI CLI agents, enabling multiple agent sessions to communicate, send tasks, and share results through a single HTTP endpoint.

avdiam/mcp-agent-hub

Context DB MCP

by okragrey

Stores and retrieves project context using OpenAI vector stores, enabling AI editors to remember and recall project knowledge across sessions.

OkraGrey/context-db-mcp

android-mcp-server

by minhalvp

A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop.

minhalvp/android-mcp-server

nexus-mcp-ci

by jaggernaut007

Unified MCP server combining hybrid search (vector + BM25 + code graph), structural code analysis, and persistent semantic memory. 15 tools, 25+ languages, <350MB RAM, fully local.

jaggernaut007/nexus-mcp

Stock-Market Research Assistant MCP Server

by roberton003

MCP server that provides stock market research tools including real-time quotes, news search, semantic context retrieval, watchlist management, and saving research notes/reports.

Roberton003/databricks-capstone-delivery

agent-memory

by bakebakebakebake

MCP server for zero-config, traceable long-term memory using SQLite, enabling agents to store, search, trace, and monitor memory with tools like memory_store, memory_search, and memory_health.

bakebakebakebake/agent-memory

Devin MCP Proxy

by kohzih

A FastMCP-based proxy server that seamlessly integrates any MCP client with the Devin MCP API, enabling AI-powered repository analysis and question answering.

kohzih/devin-mcp-proxy