MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44901
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
44902
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
44903
peterb154
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
N/A N/A
44904
ARJ999
Enables AI agents to query and retrieve public statistical data from Data Commo…
81
44905
linofcp007
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
N/A N/A
44906
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
44907
fumi-sagawa
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
N/A N/A
44908
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
N/A N/A
44909
nielspeter
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
N/A N/A
44910
ahmetbarut
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
44911
CSOAI-ORG
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44912
hslee16
Archy Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
N/A N/A
44913
alersandroy-art
MCP server providing tools to list, search, and manage Forex currency pairs, al…
N/A N/A
44914
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
44915
opennod
Enables AI agents to discover and interact with business capabilities by readin…
44916
marcelxv
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
44917
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
N/A N/A 95
44918
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
N/A N/A 95
44919
jessicayanwang
frankmcp Claim
N/A N/A 95
44920
cowboy-samurai
caldera-mcp Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
44921
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
44922
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
44923
PreistlyPython
Enterprise network analysis platform that enables AI-powered packet analysis, t…
81
44924
axel-belfort
User agent string parser API for AI agents. Parse any user agent into structure…
81
44925
ericm1018
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
N/A N/A
44926
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
44927
AgenticRevolution
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
81
44928
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
44929
spreedly
Enables AI assistants to manage payments via Spreedly API, including gateways, …
44930
Responsible-AI-Labs
rail-score Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
44931
CSOAI-ORG
MCP server for ai self audit. Features self audit, audit conversation, get cert…
N/A N/A
44932
CSOAI-ORG
aml-ai-mcp Claim 1
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
N/A N/A 81
44933
clauxel
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
44934
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
44935
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
N/A N/A
44936
Hyperion-GPU
ProofFlow Claim
Audit infrastructure for AI coding agents with evidence-backed review and polic…
N/A N/A
44937
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
N/A N/A 81
44938
deepakbishnoi717
Enables users to manage expenses with category support, including adding expens…
44939
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
44940
ViperJuice
mcp-gateway Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
N/A N/A 95
44941
clauxel
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
44942
HoukasaurusRex
MCP server that equips AI agents with dev workflow tools including GitHub proje…
N/A N/A
44943
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
N/A N/A
44944
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
44945
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
44946
AmanBhattShorthillsAI
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
N/A N/A
44947
mateotiedra
Enables managing Wix Bookings courses and searching participants through the Wi…
N/A N/A
44948
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
44949
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
44950
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
Showing 44901–44950 of 45235 servers
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