MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59101 |
readonly-db-mcp
Claim
Safe MySQL database exploration for AI agents via MCP, enabling read-only queri…
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| 59102 |
agent-docs-mcp
Claim
MCP server that provides AI coding agents automatic access to AGENTS.md documen…
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| 59103 |
Skill7
Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
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| 59104 |
LinkForty MCP Server
Claim
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
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| 59105 |
Burp Suite MCP Analyzer
Claim
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
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| 59106 |
CourtListener MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for accessing CourtListener…
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| 59107 |
MCP Google Drive Server
Claim
Enables AI assistants to interact with Google Drive, supporting file operations…
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| 59108 |
Convert Speech to Text using JigsawStack AI Models.
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| 59109 |
todo-list-mcp
Claim
Manages a persistent todo list with SQLite storage, reminder notifications, and…
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| 59110 |
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
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| 59111 |
MCP Server Generator
Claim
Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture,…
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| 59112 |
cloakbrowser-mcp
Claim
Stealth browser automation for AI agents, using source-patched Chromium to bypa…
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| 59113 |
SkillStrata
Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
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| 59114 |
viral-mcp
Claim
MCP server that wraps the last30days research engine, enabling agents to run to…
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| 59115 |
Low-cost decision layer before high-stakes agent-tool spend.
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| 59116 |
Reasoning Engine
Claim
An MCP server that brings difficulty-adaptive, multi-path reasoning to Claude C…
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| 59117 |
django-mcp-sql
Claim
Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defens…
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| 59118 |
polydoc-mcp
Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
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| 59119 |
Enables Claude Code CLI to interact with Obsidian by reading selections, openin…
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| 59120 |
ai-governance-controls
Claim
Provides AI governance controls as MCP tools for safety screening, risk classif…
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| 59121 |
TelegramLens
Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
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| 59122 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
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| 59123 |
anygpt-discovery
Claim
Exposes 5 meta-tools that allow AI agents to autonomously discover and execute …
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| 59124 |
postlayer-connect
Claim
A local MCP server that enables AI assistants to post to social media platforms…
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| 59125 |
Observability AIops
Claim
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
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| 59126 |
Custom Website Editor
Claim
Edit your church website in plain English — text, photos, pages, domains, hosti…
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| 59127 |
mcp-rag-server
Claim
An MCP server that indexes documents and serves relevant context to LLMs via Re…
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| 59128 |
DemandSphere MCP Server
Claim
Connects AI assistants to the DemandSphere search intelligence platform, enabli…
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| 59129 |
discord-mcp
Claim
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| 59130 |
waveform-MCP
Claim
An MCP server that gives an LLM agent control over Tracktion Waveform, enabling…
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| 59131 |
Agente Finnegans
Claim
Unified MCP server enabling leaders to query and modify Finnegans data via natu…
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| 59132 |
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
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| 59133 |
dnomia-knowledge
Claim
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
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| 59134 |
MCP Agent Server
Claim
A hub for creating and managing AI agents that connect to MCP-compatible client…
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| 59135 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 59136 |
easy-codex-mcp
Claim
Lets MCP-compatible AI assistants have read-only conversations with OpenAI Code…
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| 59137 |
A low-level computer-use MCP server that exposes raw desktop control (mouse, ke…
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| 59138 |
world-bank-server
Claim
Exposes World Bank development data to AI agents via local CSV resources and li…
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| 59139 |
mouser-search-mcp
Claim
Provides tools to search the Mouser Electronics parts catalog via keyword, part…
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| 59140 |
usap-skills
Claim
Exposes 79 cybersecurity skills and 12 orchestrator agents over MCP, with a typ…
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| 59141 |
agents-mcp-server
Claim
A set of MCP servers that provide AI agents with safe, composable access to web…
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| 59142 |
vision-mcp
Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
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| 59143 |
fwrule-mcp
Claim
An MCP server that analyzes firewall rule overlap, duplication, shadowing, and …
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| 59144 |
tulidu-sport-mcp
Claim
Enables AI tools to query sports tournaments, leaderboards, predictions, and ma…
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| 59145 |
overleaf-mcp
Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
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| 59146 |
Workflowy MCP Server
Claim
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
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| 59147 |
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powere…
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| 59148 |
baseline-mcp-server
Claim
An MCP server that queries the baseline status of web platform features using d…
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| 59149 |
Accordo
Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
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| 59150 |
Knowledge Base MCP
Claim
A cross-project knowledge base MCP server supporting three-layer search (text m…
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