MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44001 |
SonarLint MCP Server
Claim
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
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| 44002 |
Jira MCP Server
Claim
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
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| 44003 |
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
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| 44004 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
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| 44005 |
VPf08-MCP-Forex
Claim
MCP server providing tools to list, search, and manage Forex currency pairs, al…
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| 44006 |
An MCP server that enables interaction with Linear.app's API for issue tracking…
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| 44007 |
nod-mcp-server
Claim
Enables AI agents to discover and interact with business capabilities by readin…
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| 44008 |
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
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| 44009 |
Search coding challenge solutions by keyword and optionally filter by programmi…
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| 44010 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
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| 44011 |
frankmcp
Claim
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| 44012 |
caldera-mcp
Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
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| 44013 |
Enable seamless integration with decentralized data marketplaces by providing a…
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| 44014 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 44015 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
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| 44016 |
User agent string parser API for AI agents. Parse any user agent into structure…
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| 44017 |
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
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| 44018 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 44019 |
memory-nexus-cloud
Claim
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
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| 44020 |
GhidraMCP
Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
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| 44021 |
Spreedly MCP Server
Claim
Enables AI assistants to manage payments via Spreedly API, including gateways, …
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| 44022 |
rail-score
Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
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| 44023 |
ai-self-audit-mcp
Claim
MCP server for ai self audit. Features self audit, audit conversation, get cert…
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| 44024 |
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
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| 44025 |
codegworkspace-mcp
Claim
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
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| 44026 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 44027 |
deepfake-detector-mcp
Claim
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
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| 44028 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
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| 44029 |
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
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| 44030 |
Enables users to manage expenses with category support, including adding expens…
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| 44031 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 44032 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
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| 44033 |
test11
Claim
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| 44034 |
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
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| 44035 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 44036 |
gitlab-mcp-server
Claim
A TypeScript-based MCP server that enables code search, file reading, and proje…
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| 44037 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
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| 44038 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 44039 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 44040 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 44041 |
XMTP MCP Server
Claim
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
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| 44042 |
sh3ll
Claim
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| 44043 |
rekindle
Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
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| 44044 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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| 44045 |
expense-mcp-server
Claim
Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 44046 |
docsray-mcp
Claim
An MCP server that provides AI assistants with advanced document perception cap…
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| 44047 |
vsfclub8
Claim
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| 44048 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 44049 |
recap-mcp
Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
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| 44050 |
rajavel-6698
Claim
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