MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31701 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 31702 |
minecraft-mcp
Claim
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
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| 31703 |
charted
Claim
Zero-dependency chart server that renders bar, line, pie, scatter, and more fro…
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| 31704 |
sc-mcp
Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
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| 31705 |
cerebrochain-mcp-server
Claim
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
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| 31706 |
FAL Imagen 4 MCP Server
Claim
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
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| 31707 |
infra-mcp
Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
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| 31708 |
Enables AI agents to interact with a persistent knowledge graph backend using M…
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| 31709 |
remindb
Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
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| 31710 |
random-mcp-server
Claim
An MCP server that returns random JSON things — people, words, values, coordina…
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| 31711 |
Engwe N1 Air MCP Server
Claim
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
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| 31712 |
pve-mcp-server
Claim
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
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| 31713 |
markdown-mcp
Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
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| 31714 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 31715 |
biomarker-ranges
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| 31716 |
Mail.tm MCP Server
Claim
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
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| 31717 |
eurlex-mcp-server
Claim
Enables searching and retrieving EU legal documents (regulations, directives, c…
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| 31718 |
AgentMail
Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
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| 31719 |
QualAI
Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
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| 31720 |
Prompt Control Plane
Claim
The control plane for AI prompts that scores, enforces policy, locks config, an…
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| 31721 |
LeadClaw
Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
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| 31722 |
nv-remote-mcp-server
Claim
Enables chatting with PostgreSQL databases through natural language, with GitHu…
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| 31723 |
A ChatGPT custom connector that enables users to access, create, and manage Goo…
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| 31724 |
Labellerr MCP Server
Claim
A Model Context Protocol (MCP) server that provides a comprehensive interface t…
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| 31725 |
mcp-7zip-server
Claim
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 31726 |
slack-mpm
Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
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| 31727 |
task-manager-mcp
Claim
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
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| 31728 |
gmail-mcp
Claim
Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…
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| 31729 |
freshrss-mcp
Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
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| 31730 |
research-mcp
Claim
MCP server for searching, retrieving, and extracting full-text PDFs from arXiv …
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| 31731 |
CloakBrowser MCP
Claim
CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…
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| 31732 |
figma-comments-mcp
Claim
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
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| 31733 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
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| 31734 |
data-explore
Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
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| 31735 |
log-reader-mcp
Claim
MCP server to start, monitor, search, and detect errors in logs from any projec…
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| 31736 |
Tenderly
Claim
Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
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| 31737 |
Instagram MCP Server
Claim
Enables AI agents to control Instagram accounts programmatically, supporting pr…
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| 31738 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 31739 |
Hiberden
Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
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| 31740 |
akb
Claim
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
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| 31741 |
LinkedIn MCP Server
Claim
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
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| 31742 |
rasa
Claim
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| 31743 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 31744 |
Open Crawler MCP Server
Claim
Enables web crawling and content extraction from web pages, supporting multiple…
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| 31745 |
BudgetFitter
Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
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| 31746 |
lightfast-mcp
Claim
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
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| 31747 |
A system integrating two independent MCP servers for Google Calendar and Google…
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| 31748 |
Social MCP
Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
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| 31749 |
K-Work Trust
Claim
Korean business record validation and workflow safety gates for AI agents.
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| 31750 |
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
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