M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).
M8ven Verified — three independent tiers
Behavior Verified
We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.
Code Verified
We inspected the source code and checked that its capabilities match what the tool descriptions claim.
Publisher Verified
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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Odoo Dev MCP Server
by woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access Odoo capabilities such as terminal control, database operations, filesystem management, ORM execution, and service administration.
woodwosj/OdooDevMCP
ccfolio
by hippensteel
Enables searching and browsing past Claude Code conversations directly from within an active Claude session, with full-text search and cost tracking.
Hippensteel/ccfolio
ciphertrust-manager-mcp-server
by sanyambassi
MCP Server for Thales CipherTrust Manager
sanyambassi/ciphertrust-manager-mcp-server
taskforce
by gatesplan
MCP server for AI agents to conduct multi-LLM roundtable discussions, returning structured common, divergent, and unique perspectives.
gatesplan/taskforce
dbt-doctor
by astoriel
AI-driven MCP server that audits, profiles, detects schema drift, and auto-generates documentation for dbt projects, enabling natural language interaction with your dbt project's health.
Astoriel/dbt-doctor
AWS API MCP Server
by 3feet-lim
Enables AI assistants to interact with AWS services and resources through AWS CLI commands, allowing management of AWS infrastructure with security controls.
3feet-lim/aws-api-mcp
parking-helper
by hanadigaribovic
Enables users to manage parking sessions, track expiration times, and retrieve real-time weather and location context via MCP tools and resources.
hanadigaribovic/taskweather-mcp-hub
remote-mcp
by mo3tssem
Enables building and running MCP servers over streamable HTTP, exposing tools to AI assistants like Cursor, with examples of mounting multiple servers in FastAPI.
mo3tssem/remote-mcp
ChurchSuite Bookings MCP
by stevehaskew
Enables querying ChurchSuite bookings, resources, ministries, and serving patterns via MCP tools, providing read-only access to church management data.
stevehaskew/churchsuite-mcp
weaviate-mcp
by vbhasker
An MCP server and document upload API designed for RAG workflows with Weaviate vector databases. It enables users to search, retrieve, and manage documents across specialized collections like account notes, product promos, and contracts.
vbhasker/weaviate-mcp
Databricks MCP Server
by oliveriguido
A Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.
OliveriGuido/databricks-mcp
whoop-fitness
by shashwatchandra
Enables users to query WHOOP health data including recovery, sleep, workouts, and cycles through Claude Desktop using MCP tools.
shashwatchandra/whoop-fastapi-mcp
minimax-omni
by algovate
MCP server for MiniMax's multimodal generation models, enabling text-to-speech, voice cloning, image, video, and music creation through natural language.
Algovate/minimax-omni
Stata Executor MCP
by jinyukikk0
Enables an agent to execute Stata do scripts or inline commands locally and retrieve structured results including status, error diagnostics, and output text for consumption by the model.
JinYuKiKK0/Stata-Executor-MCP
Infercnv-MCP
by scmcphub
MCP server for CNV analysis using infercnv
scmcphub/infercnv-mcp
claude-memory-mcp
by santicalderon
An MCP server that gives Claude Code cross-session memory persisted to a plain .claude-memory.md file in your repo.
santicalderon/claude-memory-mcp
Financial Intelligence MCP Server
by bharathidonku7
A production-grade MCP server that provides financial ML tools including RAG search, anomaly detection, contract summarization, vendor graph analysis, and model drift monitoring using entirely free, open-source components.
BharathiDonku7/MCP-Server
container-tag-finder
by tldev
Enables AI agents to retrieve the latest semantic version tags for container images from Docker Hub, GHCR, Quay, and other OCI registries, allowing them to pin specific versions for reproducible deployments.
tldev/container-tag-finder
The Things Stack MCP Server
by titianfunke
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, supporting application, device, gateway, and webhook management.
TitianFunke/tts-mcp-server
fireMCP (Braze Write Server)
by saarkia
A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.
saarkia/fireMCP
MCP-A2A-Gateway
by yw0nam
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants like Claude to discover, register, communicate with, and manage tasks on A2A agents through a unified interface.
yw0nam/mcp_a2a_gateway
notion-mcp-server
by alecgrater
Enables natural language queries on your Notion workspace, with comprehensive search, page hierarchy mapping, and tools for reading and writing Notion pages.
alecgrater/notion-mcp-server
Reality Defender MCP Server
by reality-defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated content using the Reality Defender API, with support for user file uploads and direct URL analysis.
Reality-Defender/eng-mcp-server
D365FO MCP Server
by dougdaley
Enables natural language interaction with Microsoft Dynamics 365 Finance & Operations, including entity discovery, CRUD operations, and a learning system that improves over time.
dougdaley/d365fo-mcp
BWA MCP Server
by bio-mcp
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-Wheeler Aligner), supporting both short and long read alignment to reference genomes with indexing, BWA-MEM, and BWA-backtrack algorithms.
bio-mcp/bio-mcp-bwa
Support Agent MCP
by malston
Provides order lookup, customer lookup, and refund issuance tools with categorized errors to ensure accurate routing and distinguish access failures from valid empty results.
malston/support-agent-mcp
Indonesian Stock Analysis MCP Server
by giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-time stock data, technical and fundamental analysis, and buy/sell recommendations.
giantrksa/stock_mcp
Weather MCP Server
by muhammadirfanmubasyir-sys
Provides current weather data for any location using the OpenWeatherMap API.
muhammadirfanmubasyir-sys/python-mcp-server
Decay Memory
by trssantos
An MCP server that gives AI agents persistent, forgetting memory with layered decay, semantic search via token overlap, and zero external dependencies.
trssantos/decay-memory
sg-company-lookup
by lobang-scout
Enables lookup of Singapore companies by UEN or name using ACRA's free open data from data.gov.sg, with tools for UEN validation, exact lookup, and free-text search.
Lobang-Scout/sg-connectors
Poki_MCP
by amitabhsingh64
A Model Context Protocol server that provides LLMs with Pokémon data access and battle simulation capabilities, including an interactive web interface.
amitabhsingh64/Poki_MCP
GitUML MCP Server
by maneesh-gourishetty
Generate UML class diagrams, sequence diagrams, flowcharts, and component diagrams from any Java or Spring Boot repository via CLI or directly inside Claude Desktop.
maneesh-gourishetty/gituml-mcp
Nokia SR OS gNMI MCP Server
by coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
coolexer/gNMI-MCP-server
MCP Memory
by twfbusiness
Persistent memory server for AI assistants with semantic search and three-layer context (global, project, personality). Works with MCP-compatible AI tools like Claude Code, Cursor, Continue, Cline, and more.
TWFBusiness/mcp-memory
Ugreen NAS MCP Server
by kmcclur2005
A secure MCP server designed for Ugreen NAS, enabling AI clients to list and access shared directories over SSE with token authentication and container isolation.
kmcclur2005/MCP_Service_Learning
Slack MCP Server
by antonkazlouski-orca
Provides complete Slack Web API integration with 9 tools for reading messages, managing channels, searching content, and interacting with Slack workspaces.
antonkazlouski-orca/slack-mcp
js-reverse-analyzer
by sjhhh024-cmyk
Provides JavaScript reverse engineering capabilities including static analysis, dynamic execution, and bypassing anti-bot protections like Cloudflare 5-second challenge.
sjhhh024-cmyk/Spider-JS-Mcp-Skills
managed-db-mcp
by jacgood
Provides tools for managing PostgreSQL databases through the Managed DB API, including project creation, table management, migrations, backups, and more.
jacgood/managed-db-mcp
dynamic-fastmcp
by ragieai
Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.
ragieai/dynamic-fastmcp
FTP Doc Reader MCP Server
by hackerpl
Enables searching Word documents on remote FTP/FTPS servers by keyword, returning matching files with context snippets.
hackerpl/doc-mcp-server
AWS Security Posture Advisor MCP Server
by timwukp
Orchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations through a unified Model Context Protocol interface.
timwukp/aws-security-posture-advisor-mcp
Knowledge Graph Memory Server
by edobez
MCP server for enabling memory for Claude through a knowledge graph
edobez/mcp-memory-py
iotforge
by ashlarforge
Enables AI assistants to discover and control IoT devices on local networks and via Bluetooth LE.
ashlarforge/iotforge
SQLite MCP Server
by luisguar
A Model Context Protocol server that provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automatic generation of business insight memos.
LuisGuar/mcp-server-sqlite
Linode MCP Server
by fastmcp-me
MCP server for managing Linode cloud resources via the Linode API, enabling LLMs to create, list, delete, and reboot instances.
fastmcp-me/linode-mcp
oig-leie-mcp
by gm4prezi
Screens individuals and entities against the OIG LEIE exclusion list, returning candidate matches that require human verification.
gm4prezi/oig-leie
klaviyo-mcp
by ccwellness
Enables Claude to access Klaviyo campaign and flow reporting, including email and SMS performance metrics, via MCP stdio or a Flask REST API.
ccwellness/klaviyo-mcp
Nexar MCP Server
by farad-labs
Enables searching for electronic components, comparing prices across distributors, checking availability, and retrieving datasheets through the Nexar/Octopart API with specialized tools for resistors, capacitors, inductors, semiconductors, crystals, and connectors.
Farad-Labs/nexar-mcp
Agentic RAG MCP
by enached134-ctrl
A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. Ask a question and a LangGraph pipeline plans the retrieval, pulls evidence from a pgvector knowledge base, optionally augments it with live web research, drafts a cited answer, and then self-critiques it for grounding — revising until the answer is supported by the sources.
enached134-ctrl/agentic-rag-mcp
Aman-Amith-Shastry/scientific_computation_mcp
by aman-amith-shastry
This MCP server enables users to perform scientific computations regarding linear algebra and vect…
Aman-Amith-Shastry/scientific_computation_mcp
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