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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Sentry
by universal-mcp
Enables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.
universal-mcp/sentry
gurupdf-mcp
by gurupdf
Convert, compress, merge, split and OCR PDFs plus 100+ file formats (Word, Excel, images, ebooks, video) right inside your AI agent. Exposes 126 GuruPDF tools over MCP — works with Claude, Cursor, VS Code, Windsurf, or any MCP client.
GuruPDF/gurupdf-mcp
mcp-geo
by josezuma
MCP server exposing Generative Engine Optimization tools to any AI agent, enabling checking of llms.txt, auditing robots.txt for AI crawlers, and validating JSON-LD schema.
josezuma/mcp-geo
HR Management AI MCP
by csoai-org
HR Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/hr-management-ai-mcp
vision-reader
by png-ha
Enables reading images (diagrams, screenshots) directly via the model's own vision, with no external API key needed, and can extract embedded images from .doc/MHTML documents.
PNg-HA/kiro-vision-mcp
hallumark
by cognis-digital
MCP-native auditor for LLM hallucination and grounding issues in RAG systems. Provides prioritized findings in table, JSON, or SARIF format for CI gating and AI agent integration.
cognis-digital/hallumark
DevHelm MCP Server
by devhelmhq
MCP server for uptime monitoring, incidents, alerting, and dependency status.
devhelmhq/mcp-server
ThinChain
by snipmcp
MCP server that sanitizes bad broker data and compresses 500-row options chains to strategy-specific slices for AI trading agents. 95% token reduction. Handles ghost quotes, inverted spreads, and impossible greeks automatically.
SnipMCP/thinchain
Farofino MCP Server
by italoag
Enables smart contract security auditing using Slither, Aderyn, and custom pattern analysis through the Model Context Protocol, allowing AI assistants to run static analysis and vulnerability checks on Solidity and Vyper contracts.
italoag/farofino-mcp
google-search-trends-mcp
by trendsmcp
Provides Google Search trend data as an MCP tool, with historical series, growth percentages, and live trending searches, no scraping or rate limits.
trendsmcp/google-search-trends-mcp
lucid-mcp
by wiseriaai
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.
WiseriaAI/lucid-skill
w3-mcp-server-qdrant
by famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.
famtong8-dev/w3-mcp-server-qdrant
Claude Conversation Memory System
by adamkwhite
An MCP server that provides searchable local storage for Claude conversation history, featuring automatic topic extraction and weekly insight summaries. It enables Claude to retrieve context from past sessions through full-text search and organized file storage.
adamkwhite/claude-memory-mcp
aws-s3-universal-mcp-server
by universal-mcp
A standardized interface for interacting with AWS S3 tools and services through a unified API, following the MCP specification.
universal-mcp/aws-s3
Claude Team MCP
by lakshan12367
A Model Context Protocol (MCP) server that turns multiple AI coding agents into a coordinated team that chats, debates, remembers, audits security, and works in parallel on the same project.
Lakshan12367/MCP
lawtasksai-mcp
by laudoluxdev
200+ AI-powered legal research and drafting skills for attorneys — case law analysis, motion drafting, contract review, deposition prep, and ABA compliance tools. LawTasksAI.com never sees your client data.
laudoluxDev/lawtasksai-mcp
polybugger-mcp
by wilfoa
Multi-language MCP debugger for AI agents that supports Python, JavaScript/TypeScript, Go, Rust, and C/C++ with features like container debugging, session recovery, and watch expressions.
wilfoa/polybugger-mcp
Schema Validator AI MCP
by csoai-org
Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/schema-validator-ai-mcp
mcp-techTrend
by salwks
MCP server pulling academic publications (arXiv, PubMed, HF Daily Papers), trending code (GitHub, HF Hub), and medical-device regulatory data (FDA 510(k), recalls) into newspaper-style briefings. Per-category round-robin, weighted configuration, sandbox-safe Python launcher.
salwks/mcp-techTrend
Salesforce MCP Server
by sameershrivastava-sf
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for managing metadata, executing SOQL queries, and automating multi-org operations. It provides 60 optimized tools for intelligent debugging, bulk data management, and Apex testing through natural language commands.
SameerShrivastava-SF/Salesforce-MCP
OpenText Process Automation MCP
by amitagl27
A Model Context Protocol server that lets Claude and any other MCP-compatible client work with an OpenText AppWorks Platform tenant in plain English.
amitagl27/opentext-pa-mcp
MCP Hub
by vangardo
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gateway with semantic tool routing, persistent vector memory, automation, and multi-agent flows. It enables connecting any MCP client to 130+ tools across 12 integrations through just 3 hub endpoints.
Vangardo/mcp_hub
htb-hosts
by sresarehumantoo
Enables sudo-free management of /etc/hosts entries for Hack The Box and lab work, with a zero-dependency MCP server for AI coding agents.
sresarehumantoo/htb-hosts
tone-rewriter-ai-mcp
by csoai-org
Analyzes and rewrites text to match desired tones (professional, casual, formal, etc.) via MCP protocol, with EU AI Act compliance.
CSOAI-ORG/tone-rewriter-ai-mcp
PlanckBot
by opcastil11
An adaptive tiny-model layer that sits between an LLM and its MCP tools, compressing verbose tool outputs to reduce token usage by up to two orders of magnitude.
opcastil11/planckbot
weather-forecast-server
by shibing624
Provides current weather and multi-day forecasts for any location worldwide, integrable with MCP clients like Claude.
shibing624/weather-forecast-server
mcp-govern
by xavimf87
MCP server for investigating public transparency and detecting corruption patterns by cross-referencing open data from Catalan, Barcelona, and Spanish government sources, with 49 tools for contract, subsidy, salary, and lobbying analysis.
xavimf87/mcp-govern
Mealie MCP Server
by nikopol666
Enables interaction with Mealie for managing recipes, meal plans, shopping lists, foods, units, tags, categories, and more through MCP.
nikopol666/mealie-mcp
dcc-mcp-blender
by loonghao
Enables AI clients to control Blender's 3D workflow via an embedded MCP server.
loonghao/dcc-mcp-blender
aegis
by wei9072
Admission-control MCP server for AI coding agents — rejects bad file edits without coaching the LLM.
wei9072/aegis
LTspice MCP
by bw493
This MCP server enables agents to control LTspice on macOS for running simulations, generating schematics, extracting data, and automating verification workflows.
bw493/ltspice-mcp-automation
Z.ai2api
by hmjz100
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式,支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能;Z.ai ZtoApi z2api ZaitoApi zai X-Signature 签名 GLM 4.5 v 4.6
hmjz100/Z.ai2api
pihole-mcp
by nickcheban
MCP server for Pi-hole v6.x that provides direct API proxying and composite tools for analyzing network devices, managing block/allow lists, local DNS records, and performing backups.
nickcheban/pihole-mcp
jiskta-mcp
by jiskta
Provides AI assistants with direct access to historical air quality, ERA5 meteorology, water risk, geocoding, and industrial facility data via the Jiskta API.
Jiskta/jiskta-mcp
tts-mcp
by that-lucas
Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to synthesize text to speech, run diagnostics, and stop playback, with voice and settings locked per profile.
that-lucas/tts-mcp
pricepilot-mcp
by vantage-meridian-group
Cross-channel CPG pricing intelligence — Amazon category benchmarks (percentile rank, trend, tier breakdown) for multi-channel brands selling on Amazon plus retail/DTC/wholesale. Six tools across 800+ tracked products in Grocery, Health & Beauty, Household, and Pet Supplies.
vantage-meridian-group/pricepilot-mcp
tcg-mcp
by seanlok
A Pokemon TCG MCP server that looks up graded cards, manages a local SQLite collection, queries pricing providers, tracks a watchlist with target prices, and snapshots PSA pop counts for trend analysis.
seanlok/tcg-mcp
spark-mcp
by feamster
Enables users to access, search, and analyze Spark Desktop meeting transcripts and emails through natural language via the Model Context Protocol.
feamster/spark-mcp
slop-mcp
by standardbeagle
An MCP orchestration layer that aggregates multiple MCP servers while exposing only 8 meta-tools, dramatically reducing context window usage, and provides SLOP scripting, event monitoring, and tool customization.
standardbeagle/slop-mcp
elasticsearch-mcp
by bpamiri
Enables AI assistants to search, analyze, and interact with Elasticsearch through natural language.
bpamiri/elasticsearch-mcp
Librarian
by arcadeai-labs
Provides AI agents with persistent knowledge storage, enabling them to store, search, and retrieve text, documents, and files using semantic and keyword search via MCP tools.
arcadeai-labs/agent-library
Biwenger World Cup 2026 Lineup Optimizer
by edurodelg
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with API endpoints for lineup optimization, player comparisons, and captain picks. Operates locally without accessing your actual Biwenger account.
edurodelg/biwenger-mcp
SD Elements MCP Server
by iflow-mcp
A Model Context Protocol server that provides SD Elements API integration. This server enables LLMs to interact with SD Elements security development lifecycle platform.
iflow-mcp/sde-mcp
Dell PowerStore MCP Server
by sachdev27
Enables AI assistants and automation platforms to interact with Dell PowerStore storage arrays by dynamically generating over 260 tools from OpenAPI specifications. It features a credential-free architecture for secure, multi-host management of storage, networking, and system health.
sachdev27/dell-powerstore-mcp-server
semantic-scholar-mcp
by fujishigetemma
An MCP server that provides access to Semantic Scholar's academic paper database, enabling paper search, detailed retrieval, author info, and citation export.
FujishigeTemma/semantic-scholar-mcp
Browser Automation
by ashley-ha
Enables Claude to automate browser interactions by detecting elements and executing planned actions for website navigation, form filling, and content interaction directly from conversations.
ashley-ha/mcp-manus
Meta-Stamp Pockets
by christebob
The first commercial implementation of HTTP 402 Payment Required for creator content monetization. AI agents pay $0.0025 per content pull from paywalled creator libraries. Creators get paid automatically.
Christebob/meta-stamp-pockets
godot-test-mcp
by hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturing errors, and verifying changes from Claude Code or any MCP client.
hyunlord/Godot-Test-MCP
m-dev-tools-mcp
by m-dev-tools
MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
m-dev-tools/m-dev-tools-mcp
atlassian-mcp-server
by inframcp
MCP server for Atlassian Cloud (Confluence & Jira) with seamless OAuth 2.0 authentication. Enables AI agents to document work in Confluence, manage Jira issues, and understand project context.
InfraMCP/atlassian-mcp-server
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