MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59501
cloud9-labs
MCP server for Supabase database and storage operations, enabling querying, ins…
59502
raeseoklee
artifacty Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
N/A N/A
59503
Rumblingb
search for best places to rent
59504
edwardchoh
Exposes Apollo.io API functionalities as MCP tools for people and organization …
N/A N/A
59505
kkruglik
A Model Context Protocol server that enables LLMs to interact with MLflow track…
59506
uicheck-ai
@uicheck/mcp Claim
Enables AI agents to capture screenshots and inspect DOM elements from connecte…
N/A N/A
59507
khushishelat
Enables language models to query cycles, recovery, strain, and workout data fro…
59508
DangerBlack
Generates and evolves fantasy worlds procedurally, simulating centuries of hist…
N/A N/A
59509
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
59510
testing-farm
Enables submitting FMF-based test requests to Testing Farm and listing availabl…
59511
MahmoudHassanMustafa
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
59512
Raymondycp
mcpserver Claim
N/A N/A 95
59513
flowluap
Enables image generation, editing, and description using Ideogram AI's models t…
59514
Baneado98
rug-check Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
59515
ProcessQualitySolutions
Enables AI assistants to perform QC Database tasks such as uploading records, m…
N/A N/A
59516
hughedward
Provides complete browser automation capabilities for AI agents via 44 tools, i…
N/A N/A
59517
pipeworx-io
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
59518
Baneado98
ip-doctor Claim
MCP server for live IP and domain reputation checks via DNS lookups, providing …
59519
Baneado98
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
59520
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
59521
dwgx
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
N/A N/A
59522
otinori
Enables natural language control of Blender via Claude by converting MCP JSON-R…
N/A N/A
59523
architagrawal
prismsplit Claim
Split bills from your AI: read bills & balances, create equal splits, request s…
59524
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
59525
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
59526
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
59527
ispyridis
MCP server for searching and retrieving Greek academic documents, theses, artic…
59528
Hazgar2111
A production-grade coordination hub that enables AI agents and human teams to w…
81
59529
xiaobenyang-com
bazi Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
N/A N/A 95
59530
AmirTlinov
A universal MCP server that enables AI agents to securely manage PostgreSQL dat…
81
59531
Sathvik-1007
SIFT Kernel Claim
MCP server that enforces forensic methodology and prevents hallucinations by re…
N/A N/A
59532
WilliamJizh
Unofficial MCP server for generating images via Midjourney web app using authen…
59533
Somnath-Chattaraj
A starter template with ready-to-use tools for job searching (analyze descripti…
59534
CSOAI-ORG
agent-identity-trust-mcp MCP server by MEOK AI Labs
59535
Lex6won
MCP server that enables AI coding tools to scan projects for security vulnerabi…
N/A N/A
59536
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
59537
jztan
An MCP server that enables AI coding assistants to access and search Qt 4.8.4 d…
N/A N/A 95
59538
ttrine
A semantic search system for Claude Code transcript history, exposed as an MCP …
N/A N/A
59539
RuleMesh
compliance Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
59540
issuecapture
mcp-server Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
N/A N/A 95
59541
openmcp-pro
openmcp Claim
Enables AI agents to automate web tasks such as browsing, clicking, typing, and…
N/A N/A
59542
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
N/A N/A 95
59543
nextframedev
Inspect and remove EXIF metadata locally through MCP tools. Supports reading EX…
59544
asheshv
llm-reviewer Claim
MCP server for reviewing code changes using LLMs, supporting Copilot, Ollama, a…
N/A N/A
59545
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
59546
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
59547
kurokeita
A Model Context Protocol (MCP) server template built with mcp-framework, provid…
N/A N/A
59548
foxglovebrands
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handl…
81
59549
fieldjoshua
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
59550
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
Showing 59501–59550 of 59573 servers