MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57701 |
1ClickReport
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40 tools for marketing analytics, campaign management, and AI monitoring across…
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| 57702 |
assay
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x402 service-quality oracle: check a service's paid-probe quality tier and scor…
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| 57703 |
provenance
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Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 57704 |
@scom82/topvisor-mcp
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An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
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| 57705 |
JFrog MCP
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Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
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| 57706 |
PopUp Organizer
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Read-only MCP server for PopUp — search vendors, manage events, and track appli…
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| 57707 |
PortMaster MCP
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Enables comprehensive Windows process and service management with secure UAC el…
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| 57708 |
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
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| 57709 |
Enables AI assistants to locally process images with tools for cropping, zoomin…
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| 57710 |
MCP Migration Advisor
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Analyzes database migrations for risks like lock contention and data loss befor…
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| 57711 |
Enables users to search and fetch PubMed biomedical literature articles through…
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| 57712 |
Turn agent intent into physical parts: engineering review, measured geometry, c…
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| 57713 |
cyclesite-mcp-server
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Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
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| 57714 |
litellm-mcp
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Give AI agents access to 100+ LLMs. Call any model, compare outputs.
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| 57715 |
BoardBrief AI
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AI-powered board deck generation and governance reporting for private equity fi…
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| 57716 |
bog-ipay-mcp
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MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
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| 57717 |
OpenClaw量化交易工具集
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量化交易MCP工具集,27个工具覆盖策略指标、回测引擎、风控分析和数据管线
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| 57718 |
Anthropometric prediction API: predict measurements, list countries, list measu…
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| 57719 |
mcp-for-metabase
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A safety-gated Python MCP server for Metabase that lets MCP clients and agents …
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| 57720 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 57721 |
mcp-server
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Operating contracts for AI agents. Structured instructions compiled into system…
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| 57722 |
firmware-attestation-mcp
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Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
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| 57723 |
yadisk-mcp
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MCP server for Yandex Disk that enables file and folder management, search, upl…
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| 57724 |
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
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| 57725 |
conduitAI
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 57726 |
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
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| 57727 |
mcp-chzzk
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Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 57728 |
Notion MCP Server
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Enables interaction with Notion workspaces through the Notion API with health m…
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| 57729 |
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
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| 57730 |
music-production-ai-mcp
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music-production-ai-mcp MCP server by MEOK AI Labs
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| 57731 |
CashClaw GHL MCP
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An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operation…
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| 57732 |
tokenbel/financial-data
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Read-only MCP server providing access to Belarusian securities data: tokens, sh…
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| 57733 |
agent-harnesses
Claim
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
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| 57734 |
Ledgy
Claim
Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-comp…
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| 57735 |
mcp_zoomeye
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| 57736 |
astro
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Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
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| 57737 |
trovex
Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
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| 57738 |
Kanban Zone MCP Server
Claim
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
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| 57739 |
LQWD Gateway
Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
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| 57740 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 57741 |
World Monitor
Claim
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
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| 57742 |
@striderlabs/mcp-lyft
Claim
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
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| 57743 |
dittu
Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
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| 57744 |
mcp-gateway
Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
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| 57745 |
SEO keyword research API for AI agents. Generate keyword ideas from Google Sugg…
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| 57746 |
options-chain-mcp
Claim
Read-only MCP server for options research with server-side filtering to reduce …
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| 57747 |
Enables natural language interaction with Unanet GovCon ERP for project managem…
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| 57748 |
Clear Thought MCP Server
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Provides mental models, design patterns, debugging approaches, and structured t…
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| 57749 |
apple-reminders-mcp
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Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
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| 57750 |
Moddable Games Tools
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15 tools for chess variant analysis, hex map generation, and board game utiliti…
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