MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38151
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
— ○ ⏳ — — — — — —
38152
fruggr
A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support…
— ○ ⏳ — — — — — —
38153
adibhattar95
A lightweight, plugin-based MCP server for trading and fund analysis using Upst…
— ○ ⏳ — N/A N/A — — —
38154
grat-cellpm
Integrates with Google Docs and Gmail to enable document editing and email draf…
— ○ ⏳ — N/A N/A — — —
38155
mandaza
Enables AI assistants to access Canvas LMS course content, including assignment…
— ○ ⏳ — N/A N/A — — —
38156
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
— ○ ⏳ — N/A N/A — — —
38157
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
— ○ ⏳ — — — — 81 —
38158
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
— ○ ⏳ — — — — — —
38159
serifcolakel
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
— ○ ⏳ — — — — — —
38160
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
— ○ ⏳ — — — — — —
38161
lingeswaranTW
bahmni-mcp Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
— ○ ⏳ — — — — — —
38162
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
— ○ ⏳ — — — — — —
38163
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
— ○ ⏳ — N/A N/A — — —
38164
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
— ○ ⏳ — N/A N/A — — —
38165
pein892
Enables AI assistants to query and analyze user behavior data from the Sensors …
— ○ ⏳ — N/A N/A — — —
38166
JerryWhites
Enables AI-moderated interviews that become cited, searchable transcripts, with…
— ○ ⏳ — — — — — —
38167
goofun
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
— ○ ⏳ — — — — — —
38168
100yenadmin
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
— ○ ⏳ — — — — — —
38169
nmassi
glyphs-mcp Claim
MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or an…
— ○ ⏳ — N/A N/A — 95 —
38170
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
— ○ ⏳ — N/A N/A — — —
38171
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
— ○ ⏳ — — — — 81 —
38172
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
— ○ ⏳ — — — — — —
38173
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
— ○ ⏳ — — — — — —
38174
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
— ○ ⏳ — — — — — —
38175 — ○ ⏳ — N/A N/A — 95 —
38176
VISHAL-MK
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
— ○ ⏳ — — — — — —
38177
tori-create-7991
transit-mcp Claim
MCP server for Japanese public transit journey planning with interactive map UI…
— ○ ⏳ — — — — — —
38178
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
— ○ ⏳ — N/A N/A — — —
38179
cxOrz
meican-mcp Claim
美餐MCP服务器,支持查询餐次、餐厅、菜单和订单,以及下单和取消订单操作。
— ○ ⏳ — — — — — —
38180
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
— ○ ⏳ — — — — — —
38181
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
— ○ ⏳ — N/A N/A — — —
38182
Ahmed-Mansy-Mansico
MCP Task Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
— ○ ⏳ — — — — — —
38183
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
— ○ ⏳ — — — — — —
38184
hpractv
Automates a three-phase development workflow: planning, spec generation, and it…
— ○ ⏳ — N/A N/A — — —
38185
DeepTempo
Provides tools for DeepTempo AI SOC including findings and case management, inv…
— ○ ⏳ — — — — — —
38186
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
— ○ ⏳ — — — — — —
38187
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
— ○ ⏳ — N/A N/A — 95 —
38188
hbmun
Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more t…
— ○ ⏳ — — — — — —
38189
mert574
An MCP server for managing Lokalise translations, enabling creation, retrieval,…
— ○ ⏳ — — — — — —
38190
dennischoubot-glitch
synauth-mcp Claim
Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
— ○ ⏳ — — — — — —
38191
universal-mcp
Provides a standardized interface for interacting with Semanticscholar's tools …
— ○ ⏳ — — — — — —
38192
matias-denatale
eph-context Claim
Provides official INDEC register designs and methodological rules to AI models,…
— ○ ⏳ — N/A N/A — — —
38193
abdoukaba
A production-ready MCP server that provides real-time weather information, fore…
— ○ ⏳ — — — — — —
38194
MK3Core
flickr-mcp Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
— ○ ⏳ — N/A N/A — — —
38195
slaughters85j
A persistent memory system for Claude using LanceDB, enabling semantic search, …
— ○ ⏳ — N/A N/A — — —
38196
jsilets
An MCP server that enables agent-driven LinkedIn outreach across multiple accou…
— ○ ⏳ — — — — — —
38197
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
— ○ ⏳ — — — — — —
38198
MineJPGcraft
Expert MCP Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
— ○ ⏳ — — — — — —
38199
ayatec
Provides unified access to multiple AI providers through Vercel AI Gateway, ena…
— ○ ⏳ — — — — — —
38200
zodromon
mcp-gen Claim
Turn your typed TypeScript functions into an MCP server — tool, resource, and p…
— ○ ⏳ — — — — — —
Showing 38151–38200 of 69400 servers
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