MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34901 |
Orpheus
Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
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| 34902 |
fusion-mcp
Claim
Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no Op…
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| 34903 |
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
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| 34904 |
Palinode
Claim
Git-versioned markdown memory for AI agents: save, search, compact, lint, and a…
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| 34905 |
web-doctor
Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
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| 34906 |
sentry-self-hosted-mcp
Claim
MCP server for integrating self-hosted Sentry with AI assistants, enabling proj…
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| 34907 |
ghostty-mcp
Claim
MCP server for controlling Ghostty terminal emulator, enabling configuration ma…
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| 34908 |
meta-ads-manager-mcp
Claim
Enables users to create, manage, and monitor Meta (Facebook/Instagram) ad campa…
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| 34909 |
Bawbel Scanner
Claim
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
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| 34910 |
TypeUI
Claim
Design systems, UI prompts, and layout variations for AI coding tools.
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| 34911 |
BedVibe Mail Bridge
Claim
A local Windows desktop app and MCP server that allows AI assistants to read, s…
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| 34912 |
RevitMCP
Claim
A pyRevit extension and Python server that enables AI clients to interact with …
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| 34913 |
Sherlock Homes
Claim
French real estate data platform for AI agents. Identifies property owners like…
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| 34914 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
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| 34915 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
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| 34916 |
petal-components-mcp
Claim
MCP server that exposes petal_components schemas and usage examples to AI codin…
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| 34917 |
A local-first personal AI agent infrastructure that extends Claude Desktop with…
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| 34918 |
testclaw-mcp
Claim
Provides a remote HTTP MCP layer for TestClaw, enabling MCP clients to interact…
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| 34919 |
mcp-runtime-guard
Claim
Runtime proxy that intercepts and blocks MCP tool calls based on YAML-defined p…
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| 34920 |
Imagen Tools MCP Server
Claim
An MCP server for generating and editing images using Google Gemini Imagen via …
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| 34921 |
mcp-gsheet
Claim
MCP server for interacting with Google Sheets, providing tools to list sheets, …
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| 34922 |
Clarity MCP Server
Claim
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
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| 34923 |
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
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| 34924 |
thunderbird-mcp
Claim
Enables searching and reading Thunderbird emails locally through MCP, using the…
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| 34925 |
MCP UJI Academic Server
Claim
Enables querying academic data such as subjects, degrees, locations, and schedu…
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| 34926 |
keka-mcp-server
Claim
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
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| 34927 |
flux-mcp
Claim
Provides agentic MCP tools for the Flux Framework, enabling job submission, man…
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| 34928 |
contract-guard-mcp
Claim
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
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| 34929 |
docker-mcp
Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
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| 34930 |
Velociraptor MCP
Claim
A proof-of-concept MCP bridge that exposes Velociraptor's forensic triage tools…
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| 34931 |
excel-live-mac
Claim
Live Excel MCP server for macOS that interacts with running Excel instances in …
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| 34932 |
SageMaker AI MCP Server
Claim
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
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| 34933 |
joshua421
Claim
Enables users to reflect on their day with an LLM and write structured notes in…
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| 34934 |
casuallayer-mcp
Claim
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
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| 34935 |
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
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| 34936 |
azure-devops-mcp
Claim
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
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| 34937 |
insights
Claim
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| 34938 |
eBay MCP Server
Claim
Enables eBay sellers to manage inventory, view orders, handle messages, and bro…
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| 34939 |
memanto-mcp
Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
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| 34940 |
obsidian-hybrid-search
Claim
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
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| 34941 |
cc-switch-websearch
Claim
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
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| 34942 |
Chiliz MCP
Claim
Advanced MCP server for the Chiliz blockchain ecosystem, providing tools for fa…
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| 34943 |
RishiAI MCP Server
Claim
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
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| 34944 |
MCP Server ELK
Claim
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
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| 34945 |
weighted-compact
Claim
Inspectable memory substrate for Claude Code. Three read-only MCP tools (search…
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| 34946 |
mcp-ankiconnect
Claim
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
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| 34947 |
teamdynamix-mcp
Claim
Enables AI agents to interact with TeamDynamix ITSM operations including ticket…
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| 34948 |
slack-user-mcp-server
Claim
Enables AI agents to interact with Slack using a user token, providing full acc…
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| 34949 |
livedatalink
Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
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| 34950 |
fedramp-docs-mcp
Claim
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
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