MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33201
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68251
hfhfn
mcp_server Claim
Provides configuration examples and management for MCP servers supporting stdio…
— ○ ⏳ — — — — — —
68252
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
— ○ ⏳ — — — — 81 —
68253 — ○ ⏳ — N/A N/A — 95 —
68254
universal-mcp
Provides a standardized interface for interacting with SharePoint tools and ser…
— ○ ⏳ — — — — — —
68255
PierrunoYT
Enables high-quality AI image generation with superior text rendering using the…
— ○ ⏳ — — — — 81 —
68256
jsyapps
Provides tools to read, write, append, and create Google Sheets via MCP, using …
— ○ ⏳ — N/A N/A — — —
68257
laraib-sidd
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
— ○ ⏳ — N/A N/A — — —
68258
owieschon
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
— ○ ⏳ — — — — — —
68259
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
— ○ — N/A N/A — 64 —
68260
spryzen-devs
Enables Claude to search and retrieve LeetCode problems, user profiles, and sta…
— ○ ⏳ — — — — — —
68261
pdrago97
lueders Claim
— ○ ⏳ — N/A N/A — 95 —
68262
agentkarmaio
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
— ○ ⏳ — — — — — —
68263
wengbin21
Enables AI agents to interact with the freee accounting API, offering tools for…
— ○ ⏳ — — — — — —
68264
dzg-studio
Inspect Mac storage, explain file activity, and perform journaled cleanup with …
— ○ ⏳ — N/A N/A — — —
68265
SheinbergStudio-Dev
Enables AI assistants to control Adobe After Effects through a standardized MCP…
— ○ ⏳ — N/A N/A — — —
68266
appdev
Provides a local MCP stdio server that enables AI clients to read, search, crea…
— ○ ⏳ — N/A N/A — — —
68267
automatikstudio
An MCP server that generates conversion-optimized e-commerce product descriptio…
— ○ ⏳ — — — — 81 —
68268
alexchenlin1996-pixel
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
— ○ ⏳ — N/A N/A — — —
68269
Cuneiform-LLC
clearlist Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
— ○ ⏳ — — — — — —
68270
fuahyo
MCP server for automating web scraper maintenance via browser inspection, selec…
— ○ ⏳ — N/A N/A — — —
68271
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
— ○ ⏳ — N/A N/A — — —
68272
snyangwei2
Fetches and filters GitHub trending repositories by keywords, language, and tim…
— ○ ⏳ — — — — — —
68273
openit-mykim
Enables searching, summarizing, and recommending government and public institut…
— ○ ⏳ — — — — — —
68274
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
— ○ ⏳ — N/A N/A — — —
68275
shawnj
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
— ○ ⏳ — — — — — —
68276
nostrband
ServiceGraph Claim
AI Agent skills to access structured datasets for startup founders
— ○ ⏳ — N/A N/A — — —
68277
Evanciel
stellavault Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
— ○ ⏳ — N/A N/A — — —
68278
silkyrich
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
— ○ ⏳ — — — — — —
68279
eresearchqut
myst-mcp Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
— ○ ⏳ — — — — — —
68280
oluwatunmiseolatunbosun2001
logsift Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
— ○ ⏳ — — — — 81 —
68281
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
— ○ — N/A N/A — 81 —
68282
MrWizardlyLoaf
solguard Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
— ○ ⏳ — — — — — —
68283
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
— ○ ⏳ — N/A N/A — — —
68284
paifas
Enables searching, reading, listing, creating, and updating Confluence pages vi…
— ○ ⏳ — — — — — —
68285
obrien-matthew
mcp-mealie Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
— ○ ⏳ — — — — — —
68286
chaoz23
loudcheck Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
— ○ ⏳ — N/A N/A — — —
68287
soumyaranjansingh-economist
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
— ○ ⏳ — — — — — —
68288
TaeheeLim
DBMS-MCP Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
— ○ ⏳ — — — — — —
68289
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
— ○ ⏳ — N/A N/A — — —
68290
junter1989k-ai
Rwanda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
— ○ ⏳ — — — — — —
68291
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
— ○ ⏳ — N/A N/A — — —
68292
aitrendmaster
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
— ○ ⏳ — — — — — —
68293
nerigleston
Enables AI assistants to access the complete documentation of the jangada libra…
— ○ ⏳ — N/A N/A — — —
68294
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
— ○ ⏳ — — — — — —
68295
covariance-network
ProductClank Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
— ○ ⏳ — — — — — —
68296
stables-money
Enables AI agents to manage stablecoin payments including customer management, …
— ○ ⏳ — — — — — —
68297
ceilingduster
Scans GitHub repositories for security vulnerabilities by cloning, performing s…
— ○ ⏳ — — — — — —
68298
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
— ○ ⏳ — — — — — —
68299
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
— ○ ⏳ — — — — — —
68300
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
— ○ ⏳ — N/A N/A — — —
Showing 68251–68300 of 68328 servers