The MCP Trust Index.

VecGrep

by vecgrep

Semantic code search MCP server that reduces token usage by ~95% by returning top relevant code chunks instead of full files.

VecGrep/vecgrep

Korral StoreLink MCP

by hillmada

Enables stock assessment and replenishment by exposing three deterministic tools: inspect stock positions, raise replenishment orders, and check order status. Includes an auditable local client and follows a security-first design with limited API surface.

HillmaDa/korral-storelink-mcp

Jupyter Kernel State

by bettyguo

Exposes live Jupyter kernel state — variables, dataframe summaries, plots, and tracebacks — to AI coding agents through MCP tools.

bettyguo/mcp-jupyter

nimble-crm-mcp

by cphoskins

MCP server for the Nimble CRM API, enabling management of contacts, deals, notes, tasks, and tags through natural language.

cphoskins/nimble-crm-mcp

PrintVaultMCP

by brandondoster

Enables AI assistants to manage 3D printing inventory, filament spools, printers, projects, and print trackers through a self-hosted Print Vault instance.

BrandonDoster/PrintVault_MCP

intelligraph-mini

by kfireew

Local-first MCP graph intelligence server providing RRF hybrid search, multi-hop traversal, source snippets, and rationale nodes for AI agents, without Docker or web UI.

kfireew/intelligraph-mini

Vault MCP Server

by gzlance

Built on Obsidian Vault, this MCP server integrates with Claude Code to provide personal knowledge management including note saving, full-text search, code graph extraction, and context resumption.

gzlance/vault-mcp-server

anki-mcp

by chaosisnotrandomitisrhythmic

MCP server for Anki via AnkiConnect, enabling creation, search, and management of flashcards directly from Claude Code or any MCP client.

chaosisnotrandomitisrhythmic/anki-mcp

MSAW

by lusiyava

Manages multiple SSH servers through a local workspace with MCP tools, executing commands and transferring files securely with credential isolation.

LusiyAvA/msaw

AWS Athena Cost MCP Server

by igalem

Analyzes AWS Athena query costs by comparing baseline vs spike periods, querying PostgreSQL, and extracting patterns from expensive queries.

Igalem/mcp-aws-cost

Beehive

by amayuru1999

Amayuru1999/Beehive

mock-epic-mcp

by akiani

Enables access to mock Epic patient data through 15 MCP tools with two-tier access (list summaries, then fetch details) and LLM-powered natural language search across allergies, medications, conditions, clinical notes, labs, vitals, and procedures.

akiani/mock-epic-mcp

Atlassian MCP Server

by anthonyd23

Enterprise-grade MCP server providing 102 production-ready tools for Jira, Confluence, and Bitbucket, enabling AI agents to manage issues, pages, repositories, and more via natural language.

anthonyd23/atlassian_mcp

mediawiki-api-mcp

by entanglr

A Model Context Protocol (MCP) server that allows LLMs to interact with MediaWiki installations through the MediaWiki API as a bot user.

entanglr/mediawiki-api-mcp

ApplicationController

by masternathobi

Exposes GUI automation tools to control mouse, keyboard, and screen of the local machine via PyAutoGUI.

MasterNathobi/ApplicationController

openapi-mcp-server

by lotusbaba

Create an MCP server using your swagger spec

lotusbaba/openapi-mcp-server

IDA Pro MCP Multi

by qymag1c

Extends IDA Pro with multi-instance support and vulnerability scanning for AI-assisted reverse engineering.

QYmag1c/ida-pro-mcp-multi

fastmcp-trello

by jimdrews

A Trello MCP server that enables AI assistants to manage boards, cards, and lists via the Model Context Protocol.

Jimdrews/fastmcp-trello

QuickBooks Online MCP Server

by amin-ale

Enables LLM agents to manage QuickBooks Online invoices, customers, and payments via typed tools with OAuth 2.1 authentication, rate limiting, and retries, plus read-only resources for company and receivables summaries.

amin-ale/mcp-quickbooks

prime-intellect-mcp

by kvrancic

The server enables Claude Code to rent, drive, and terminate Prime Intellect GPU pods with hard spend caps, allowing AI agents to provision and manage cloud GPU resources autonomously.

kvrancic/prime-intellect-mcp

kazi-mcp

by gabrielmahia

MCP server for Kenya labor market coordination, providing tools for job matching, wage benchmarks, skills gap analysis, informal sector registration, contract templates, and labor rights queries based on the Kenya Employment Act.

gabrielmahia/kazi-mcp

Catalyst Edge MCP

by rm0nroe

Provides read-only tools to retrieve source-linked catalyst evidence dossiers for public-company tickers, including deterministic catalyst scores and paged source records.

rm0nroe/catalyst-edge-mcp

mkopo-mcp

by gabrielmahia

MCP server for alternative credit scoring in Kenya — builds a 300–850 score from M-PESA behavioral signals for adults with no formal credit history. 5 tools.

gabrielmahia/mkopo-mcp

kvc-mcp

by krystalunity

MCP server for managing Krystal Voice Caller tenants, including tenant config, DNC, call history, reception captures, digest send-now, Script Author draft chat, contact upload, outbound captures, and test-call tools.

KrystalUnity/kvc-mcp

x-search-mcp

by kamellperry

Provides read-only access to X (Twitter) search via xAI's Responses API, returning Grok-generated answers with citations from posts, profiles, and threads.

kamellperry/x-search-mcp

Java Boilerplate Generator MCP

by flydut

Enables automatic generation of explicit boilerplate methods (getter/setter/equals/hashCode/toString/constructors) for Java entity classes, replacing Lombok dependencies with visible, reviewable code.

FlyDut/java-boilerplate-mcp

Google Workspace MCP Server

by manusnair788

Integrates with Google Workspace to create Google Docs and draft Gmail emails through the Model Context Protocol, enabling AI agents to manage documents and emails securely.

ManuSNair788/MCPServer

Invoice Generator AI MCP

by csoai-org

Invoice Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/invoice-generator-ai-mcp

Trading212 MCP Server

by rohananandpandit

MCP server providing data connectivity to the Trading212 trading platform, enabling account management, order handling, portfolio tracking, and market data access via MCP tools and resources.

RohanAnandPandit/trading212-mcp-server

TorBox MCP Server

by skibidihorneti1345

Connects AI agents to Prowlarr and TorBox for autonomous torrent searching, downloading, and media extraction via MCP.

SkibidiHorneti1345/torbox-mcp

mcp-memory

by onekn8

Provides persistent memory with semantic search for MCP-based AI agents, enabling them to store and recall information across sessions using vector embeddings.

oneKn8/mcp-memory

bazel-mcp

by sandeepnmenon

Integrates Bazel build system with AI assistants via the Model Context Protocol, allowing AI to build, test, run, and query Bazel targets.

sandeepnmenon/py_bazel_mcp

PDM MCP Server

by can-y

AI-powered FPGA power estimation assistant that wraps Xilinx PDM API as MCP services for natural language power modeling and analysis.

Can-Y/PDM_MCP

Recall Select

by sergeysetti

Provides long-term memory for AI agents via MCP tools to store, recall, and delete memories, with per-user scoping and usage limits.

SergeySetti/recall_select

studio-mcp

by rishbjain1

Enables LLM agents to orchestrate a film production pipeline from brief to final cut, including shot planning, rendering, quality control, and assembly, using block-method planning and style-drift QC.

rishbjain1/studio-mcp

K8s_MCP

by dousery

An Model Context Protocol server that lets language models directly manage and visualize Kubernetes clusters through safe, high-level operational tools.

Dousery/K8s_MCP

gnews-agent

by ranahaani

A persistent news intelligence MCP server that enables AI agents to fetch, store, deduplicate, embed, and semantically query news from Google News across 141 countries and 41 languages.

ranahaani/gnews-agent

pcces-mcp-server

by manosaki

Provides AI assistants with access to Taiwan's PCCES database for querying construction project items, standard resource codes, and decoding work item codes.

manosaki/pcces-mcp-server

Blender MCP Server

by dorialn68

Enables AI-powered 3D content creation in Blender through natural language, including text-to-3D, image-to-3D, animation, rigging, rendering, and export.

dorialn68/blender-mcp-enhanced

sample-mcp

by karpikpl

A minimal FastMCP server that provides basic tools like greeting, addition, and delayed processing with progress updates.

karpikpl/simple-testing-mcp

Annal

by heyhayes

Semantic memory server for AI agent teams. Stores, searches, and retrieves knowledge across sessions using pluggable vector backends with local ONNX embeddings, exposed as an MCP server.

heyhayes/annal

Pentest-Tools.com MCP Server

by pentesttoolscom

Connect any MCP-compatible AI assistant to your Pentest-Tools.com account to run scans, triage findings, and generate reports.

pentesttoolscom/pentesttools-pypi

Techtenstein PDF MCP

by sathvic-kollu

MCP server that gives your Claude, Cline, or Cursor session the ability to extract text, tables, and metadata from any PDF URL — including scanned PDFs via OCR.

sathvic-kollu/techtenstein-pdf-mcp

SEO Research MCP

by iflow-mcp

Enables AI-powered IDEs to perform SEO research including backlink analysis, keyword generation, traffic estimation, and keyword difficulty using Ahrefs data and CapSolver for CAPTCHA solving.

iflow-mcp/egebese-seo-research-mcp

FastMCP Server

by jamesbspencer

A high-performance personal Model Context Protocol (MCP) server built with the FastMCP Python framework.

jamesbspencer/mcp-server

reaper-mcp

by twelvetake-studios

MCP server to control REAPER DAW with AI. 176 tools for mixing, mastering, MIDI composition, and full music production.

TwelveTake-Studios/reaper-mcp

marktplaats-mcp

by jasp-nerd

Enables AI agents to search and monitor Dutch and Belgian classifieds (Marktplaats and 2dehands) for listings, seller profiles, and categories.

jasp-nerd/marktplaats-mcp