MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53101
surfingdogai
Message, ask for a quote or book a call with Surfing Dog, through its open-sour…
— ○ ⏳ — — — — — —
53102
petersutarik
sonar Claim
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (…
— ○ ⏳ — — — — 83 —
53103
Hualiuliu6767
基于Excel MCP Server扩展,支持通过Minio远程存储访问和编辑Excel文件,实现上传、读取、修改及下载链接返回。
— ○ ⏳ — N/A N/A — — —
53104
goldct
Provides access to a curated database of over 1,500 MCP tools with quality scor…
— ○ ⏳ — — — — 81 —
53105
OV3RK177
256-dim DAG Manifold engine. 10 MCP tools. 27 Stripe products. Free tier: 50 qu…
— ○ ⏳ — — — — — —
53106
Mammals-at-work
mcp-xray Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
— ○ ⏳ — — — — — —
53107
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
— ○ ⏳ — — — — — —
53108
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
— ○ ⏳ — N/A N/A — 95 —
53109
mssql-reader Claim 1
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
— ○ — N/A N/A — 81 —
53110
Herman-Adu
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
— ○ ⏳ — N/A N/A — — —
53111
monitive
mcp Claim
Agent-native uptime monitoring. Create, inspect, and assert monitor health. Fre…
— ○ ⏳ — — — — — —
53112
pipeworx-io
mcp-data-va Claim
Enables searching and querying Virginia Open Data (datahub.va.gov) via the Socr…
— ○ ⏳ — — — — — —
53113
CSOAI-ORG
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
— ○ ⏳ — N/A N/A — — —
53114
pepitahq
pepita Claim
Read, edit, publish, and preview your pepita websites from Claude.
— ○ ⏳ — — — — — —
53115
plany
Plany Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
— ○ ⏳ — — — — 81 —
53116
teczopio
An MCP server for managing the Zopio framework with scenario-based setup, allow…
— ○ ⏳ — N/A N/A — — —
53117
LANDRYJACQUES237
AI-native eGovernment platform for Cameroonian public services, providing tools…
— ○ ⏳ — — — — — —
53118
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
— ○ ⏳ — — — — — —
53119
dduyhai90
debate-arena Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
— ○ ⏳ — N/A N/A — — —
53120
LudvigCosma
Moonlora Claim
Moon phases, moon signs, full/new moon dates 1900-2100, moonrise/moonset for an…
— ○ ⏳ — — — — — —
53121
meta-engine
MetaEngine Claim
Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed client…
— ○ ⏳ — N/A N/A — — —
53122
townofnolan
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
— ○ ⏳ — — — — 81 —
53123
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
— ○ ⏳ — N/A N/A — 95 —
53124
Winter-And-You-Gone
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
— ○ ⏳ — N/A N/A — — —
53125
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
— ○ ⏳ — N/A N/A — 95 —
53126
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
— ○ ⏳ — N/A N/A — — —
53127
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
— ○ ⏳ — — — — — —
53128
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
— ○ ⏳ — N/A N/A — — —
53129
RezzFayyazi
Bridges AI assistants with Wazuh SIEM infrastructure, providing natural languag…
— ○ ⏳ — — — — — —
53130
rahulphenomenon
careermax Claim
All the tools you need to land your next job
— ○ ⏳ — N/A N/A — 83 —
53131
Abhishekkumar2021
SQL Claim
Read-only SQL querying + schema introspection over Postgres & SQLite, with a ga…
— ○ ⏳ — N/A N/A — — —
53132
ccwellness
klaviyo-mcp Claim
Enables Claude to access Klaviyo campaign and flow reporting, including email a…
— ○ ⏳ — — — — — —
53133
talon-agent
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
— ○ ⏳ — N/A N/A — — —
53134
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
— ○ ⏳ — — — — 81 —
53135
big-saltedfish
MCP Browser Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
— ○ ⏳ — N/A N/A — 95 —
53136
kingplaybookHQadmin1
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
— ○ ⏳ — N/A N/A — — —
53137
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
— ○ ⏳ — N/A N/A — — —
53138
andreahaku
Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
— ○ ⏳ — N/A N/A — — —
53139
willerxar-cmyk
Enables AI assistants to control Unreal Engine through a native C++ Automation …
— ○ ⏳ — N/A N/A — — —
53140
neverhunt
Minimal MCP server for OpenPanel analytics, enabling queries for landing pages,…
— ○ ⏳ — — — — — —
53141
andyliszewski
grounding-ai Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
— ○ ⏳ — N/A N/A — — —
53142
th1234th
MCP Server Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
— ○ ⏳ — — — — — —
53143
malkreide
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
— ○ ⏳ — — — — — —
53144
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
— ○ ⏳ — — — — 81 —
53145
Assay-Org
Ground GTM agents in governed, cited company truth.
— ○ ⏳ — — — — — —
53146
nerkyzas157
Gamito Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
— ○ ⏳ — N/A N/A — — —
53147
navin2031992
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
— ○ ⏳ — — — — — —
53148
BACH-AI-Tools
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
— ○ ⏳ — — — — — —
53149
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
— ○ ⏳ — — — — — —
53150
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
— ○ ⏳ — — — — 81 —
Showing 53101–53150 of 69182 servers