MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44901 |
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
|
— | ||||||||
| 44902 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
|
— | ||||||||
| 44903 |
jlcpcb-search-mcp
Claim
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
|
— | ||||||||
| 44904 |
Data Commons MCP Server
Claim
Enables AI agents to query and retrieve public statistical data from Data Commo…
|
— | ||||||||
| 44905 |
Advogado PT MCP Server
Claim
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
|
— | ||||||||
| 44906 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
|
— | ||||||||
| 44907 |
Obsidian MCP Server
Claim
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
|
— | ||||||||
| 44908 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
|
— | ||||||||
| 44909 |
SonarLint MCP Server
Claim
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
|
— | ||||||||
| 44910 |
Jira MCP Server
Claim
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
|
— | ||||||||
| 44911 |
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 44912 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
|
— | ||||||||
| 44913 |
VPf08-MCP-Forex
Claim
MCP server providing tools to list, search, and manage Forex currency pairs, al…
|
— | ||||||||
| 44914 |
An MCP server that enables interaction with Linear.app's API for issue tracking…
|
— | ||||||||
| 44915 |
nod-mcp-server
Claim
Enables AI agents to discover and interact with business capabilities by readin…
|
— | ||||||||
| 44916 |
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
|
— | ||||||||
| 44917 |
Search coding challenge solutions by keyword and optionally filter by programmi…
|
— | ||||||||
| 44918 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
|
— | ||||||||
| 44919 |
frankmcp
Claim
|
— | ||||||||
| 44920 |
caldera-mcp
Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
|
— | ||||||||
| 44921 |
Enable seamless integration with decentralized data marketplaces by providing a…
|
— | ||||||||
| 44922 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
|
— | ||||||||
| 44923 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
|
— | ||||||||
| 44924 |
User agent string parser API for AI agents. Parse any user agent into structure…
|
— | ||||||||
| 44925 |
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
|
— | ||||||||
| 44926 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
|
— | ||||||||
| 44927 |
memory-nexus-cloud
Claim
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
|
— | ||||||||
| 44928 |
GhidraMCP
Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
|
— | ||||||||
| 44929 |
Spreedly MCP Server
Claim
Enables AI assistants to manage payments via Spreedly API, including gateways, …
|
— | ||||||||
| 44930 |
rail-score
Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
|
— | ||||||||
| 44931 |
ai-self-audit-mcp
Claim
MCP server for ai self audit. Features self audit, audit conversation, get cert…
|
— | ||||||||
| 44932 |
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
|
— | ||||||||
| 44933 |
codegworkspace-mcp
Claim
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
|
— | ||||||||
| 44934 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
|
— | ||||||||
| 44935 |
deepfake-detector-mcp
Claim
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
|
— | ||||||||
| 44936 |
ProofFlow
Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
|
— | ||||||||
| 44937 |
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
|
— | ||||||||
| 44938 |
Enables users to manage expenses with category support, including adding expens…
|
— | ||||||||
| 44939 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
|
— | ||||||||
| 44940 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
|
— | ||||||||
| 44941 |
coralquery-mcp
Claim
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
|
— | ||||||||
| 44942 |
jt-mcp-server
Claim
MCP server that equips AI agents with dev workflow tools including GitHub proje…
|
— | ||||||||
| 44943 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
|
— | ||||||||
| 44944 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
|
— | ||||||||
| 44945 |
django-telescope
Claim
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
|
— | ||||||||
| 44946 |
Vanna AI MCP Server
Claim
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
|
— | ||||||||
| 44947 |
Wix Bookings MCP Server
Claim
Enables managing Wix Bookings courses and searching participants through the Wi…
|
— | ||||||||
| 44948 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
|
— | ||||||||
| 44949 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
|
— | ||||||||
| 44950 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
|
— | ||||||||