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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.
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The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.
Each MCP can earn one, two, or all three tiers independently.
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personal-mcp-bridge
by wva2ccyk-prog
Enables safe, read-only browsing of allowlisted local directories through MCP, providing tools to list roots, read files, and search text.
wva2ccyk-prog/personal-mcp-bridge
Baidu Search MCP Server
by evilran
Baidu Search MCP Server I A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.
Evilran/baidu-mcp-server
bach-walmart_scraper4
by bach-ai-tools
Enables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.
BACH-AI-Tools/walmart_scraper4
Semrush Keyword Magic Tool MCP Server
by bach-ai-tools
Enables access to Semrush Keyword Magic Tool API for SEO keyword research, including keyword overview analysis, finding millions of keyword suggestions, and discovering question-based keywords across different countries and languages.
BACH-AI-Tools/bachai-semrush-keyword-magic-tool
Fathom AI MCP Server
by dot-fun
Enables AI assistants to access Fathom meeting recordings, summaries, transcripts, teams, and webhooks through the Model Context Protocol.
Dot-Fun/fathom-mcp
fhir-mcp-suite
by pcmedsinge
Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.
pcmedsinge/fhir-mcp-suite
Aryn Local MCP Server
by aryn-ai
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP server for file management.
aryn-ai/mcp-server
VMware ESXi
by bright8192
Provides a RESTful API for complete VMware ESXi/vCenter environment management including VM lifecycle operations and real-time performance monitoring through pyVmomi integration
bright8192/esxi-mcp-server
Artefact
by artefactventures
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.
artefactventures/artefact-mcp-server
audio-transcription-mcp
by ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WAV files using Faster-Whisper and pyannote.audio, outputs markdown with speaker labels, timestamps, summaries, and action items.
ebmarquez/audio-transcription-mcp
mfa-servicenow-mcp
by jshsakura
An MCP server for ServiceNow that supports multi-factor authentication via real browser (Playwright) and provides tools for reading, writing, and managing ServiceNow artifacts with safety guards.
jshsakura/mfa-servicenow-mcp
Scientific Calculator MCP Server
by thinkitpossible
Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.
thinkitpossible/CalcMCP
Riddles By Api Ninjas MCP Server
by bach-ai-tools
Enables access to the API Ninjas Riddles API to retrieve random riddles. Users can request between 1-20 riddles at a time through a simple interface.
BACH-AI-Tools/bachai-riddles-by-api-ninjas
Rastro MCP
by rastro-ai
MCP server for Rastro catalog operations, exposing catalog, service, execution, and local visualization tools for use with Claude, Codex, or any MCP-compatible client.
Rastro-AI/rastro-mcp
mcp-finnhub
by cfdude
MCP server providing comprehensive access to Finnhub financial market data API for AI assistants like Claude Desktop.
cfdude/mcp-finnhub
phpIPAM MCP Server
by greglg45
MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and address operations via natural language.
greglg45/phpipam-mcp-server
ddg-mcp-search
by ss0832
A minimal MCP server that provides a DuckDuckGo search tool with configurable region, time limit, and safe search options.
ss0832/ddg-mcp-search
secoda-analysis-mcp
by mbrummerstedt
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabling AI chat, semantic search, glossary browsing, and data lineage tracing.
mbrummerstedt/secoda-analysis-mcp
Hacker News MCP Server
by erithwik
MCP Server for Hackernews
erithwik/mcp-hn
psychopathia-mcp
by nellinc
MCP server exposing the Psychopathia Machinalis diagnostic framework (79 conditions) — differential diagnosis of AI dysfunctions via 11 read-only tools.
NellInc/psychopathia-mcp
Docs MCP Server
by nic01asfr
Enables Claude to interact with collaborative Docs instances, providing document management, content editing, access control, and AI-powered transformations via MCP.
nic01asFr/docs-mcp-server
🚀 FastMCP Boilerplate
by rainer85ah
A MCP project built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker.
rainer85ah/mcp-server
mcp-ltm
by kvas-it
Provides persistent long-term memory for AI assistants with tag-based retrieval, wiki-style linking, and source references, storing memories as markdown files with SQLite index.
kvas-it/mcp-ltm
MCP Meme Sticky
by nkapila6
Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.
nkapila6/mcp-meme-sticky
logodev-mcp
by pvliesdonk
Enables looking up company logos and brand data via the logo.dev API.
pvliesdonk/logodev-mcp
open-proxy-mcp
by marcoyou
AI-ready data for investors and stewardship specialists who wants to have easy access to agm & governance related disclosures for Korean stocks
MarcoYou/open-proxy-mcp
mcp-inotes
by pongsapakl
Enables LLMs to create, read, and append notes in Apple Notes through AppleScript, with append-only operations restricted to a single folder for safety.
pongsapakl/mcp-inotes
lottery-mcp
by ishuen
Enables retrieval of Taiwan lottery data for a specified month, supporting Super Lotto 638, Lotto 649, Daily Cash 539, and Lotto 4D.
ishuen/lottery-mcp
Hands
by yuvitbatra
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and screen control with a robust security model including permission profiles, app deny-lists, and audit logging.
yuvitbatra/hands-mcp
Agent Negotiation MCP
by csoai-org
Agent Negotiation - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/agent-negotiation-mcp
NPPES MCP Server
by rradhakr-git
An MCP server for searching healthcare providers in the US National Provider Identifier (NPI) Registry, enabling natural language queries for provider data in MCP-compatible AI assistants.
rradhakr-git/nppes-mcp-server
model-context-protocol
by arkapatra31
MCP server enabling real-time weather queries via Tavily API and internet usage data by country via MongoDB.
arkapatra31/model-context-protocol
paper-extraction-MCP
by tylo-git
Enables structured information extraction from academic PDFs using LLMs, integrating with Claude Desktop for natural language querying and batch processing.
tylo-git/paper-extraction-MCP
cpp-semantic-graph
by fs-yuao
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI assistants to search classes, functions, inheritance, callers, callees, overrides, and more.
FS-Yuao/cpp-semantic-graph
MCPLink-CLI
by gitstq
Lightweight terminal MCP protocol conversion gateway engine that automatically converts any OpenAPI/Swagger REST API into MCP-compatible tools for AI coding assistants like Claude Code and Cursor.
gitstq/MCPLink-CLI
mcp-server-fetch-rag
by attamari
Fetches web content and returns relevant chunks using RAG with semantic chunking, query-based scoring, and LexRank, supporting PDFs and 50+ languages.
attamari/mcp-server-fetch-rag
Data Product MCP
by entropy-data
Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.
entropy-data/dataproduct-mcp
nova-act-mcp-server
by madtank
An MCP server providing tools to control web browsers using the Amazon Nova Act SDK. Enables multi-step browser automation workflows via MCP agents.
madtank/nova-act-mcp
Foreman MCP Server
by ofedoren
Enables interaction with Foreman infrastructure management platform through MCP tools, prompts, and resources. Supports querying host information, security updates, and accessing Foreman data via natural language.
ofedoren/foreman-mcp-server
Codebase Intelligence MCP Server
by saptak-cyber
A production-grade MCP server providing advanced code intelligence capabilities such as semantic search, dependency analysis, and natural language Q&A across multiple programming languages.
Saptak-cyber/Mcp-Server-CodeBase-Intelligence
Firmware MCP Server
by alooswr
A local stdio MCP server for embedded firmware automation that exposes tools to build, flash, reset devices, and capture serial logs through a device configuration file.
Alooswr/firmware-mcp-server
DataHub MCP Server
by shemreader
Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.
shemreader/mcp-server-datahub
qualys-mcp
by nelssec
Enables AI assistants to interact with Qualys security data via 7 workflow tools for vulnerability management, cloud security, containers, compliance, and remediation.
nelssec/qualys-mcp
Veritas
by lsyedibrahim
An AI-powered data investigation workspace for Product Managers, combining structured investigation workflows with a collectively maintained three-tier data catalog.
Lsyedibrahim/databricks-mcp
mcp-doc-reader
by aardpro
Enables AI assistants to read and extract text content from PDF, Excel, and Word documents via the Model Context Protocol.
aardpro/mcp-doc-reader
MCPEmulate
by labguy94
An MCP server that provides CPU emulation, disassembly, and assembly tools for LLM agents across multiple architectures including x86, ARM, and RISC-V. It enables agents to manage isolated emulation sessions, perform memory analysis, hook syscalls, and trace execution through a standard tool interface.
LabGuy94/MCPEmulate
fi-eli-mcp
by matematicsolutions
Enables accessing Finnish legislation from the Finlex open-data API, listing statutes by year and retrieving their full texts with ELI identifiers and Finnish citations.
matematicsolutions/fi-eli-mcp
Fintom8 E-Invoice MCP Server
by nikolaienkoigor
Enables autonomous agents to validate, audit, and correct e-invoices against European standards (EN16931) and Peppol regulations.
NikolaienkoIgor/Fintom8-E-invoice-MCP-server
GPSS Patent Search MCP
by hsiangjenli
MCP server for searching patents in Taiwan's Global Patent Search System (GPSS) using keywords and boolean operators, returning raw XML responses.
hsiangjenli/mcp-tw-gpss
ftrack MCP server
by huikku
Provides broad, typed access to the ftrack Studio production-tracking API for LLM agents via 28 tools, including generic CRUD and convenience operations for projects, tasks, notes, and more.
huikku/ftrack-mcp
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