MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44251
bencousins22
ok Claim
N/A N/A 95
44252
spark1security
n0s1-mcp Claim
Enables AI assistants to scan multiple services and local filesystems for leake…
44253
jitsucom
Jitsu Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
44254
nirholas
Pay-per-use IBM Granite AI over MCP — chat, code, embeddings, analysis, and for…
44255
noahwang550
An MCP server wrapping AutoGluon's AutoML capabilities, enabling data loading, …
44256
AffanShaikhsurab
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview …
N/A N/A
44257
kibarayhan
slikk Claim
A minimal MCP server that resolves skill names to filesystem paths + metadata, …
N/A N/A
44258
ophydami
MCP server that allows you to connect to Google Docs through Claude, enabling l…
44259
bashar94
Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
44260 N/A N/A 95
44261
magna-nz
Backstory Claim
Search your data exports from Google, Telegram, Spotify, and Instagram in one p…
N/A N/A
44262
SVG-campus
Provides programmatic access to causal discovery, topological data analysis, Ga…
44263
hemichaeli
Enables interaction with Vercel's REST API through natural language. Facilitate…
44264
Zdendys79
Enables monitoring and control of Syncthing via its REST API, including status,…
N/A N/A
44265
sawyershoemaker
grubhub-mcp Claim
An MCP server for Grubhub that enables searching restaurants, browsing menus, b…
44266
Wakanlolz
memory-decay Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
N/A N/A
44267
DevRico003
Provides AI agents and coding assistants with Twitter data access including twe…
44268
TylerFlar
MCP server for Piazza Q&A platform, enabling course management, post creation, …
44269
test-mdg
mcp-server Claim
N/A N/A 95
44270
iclaudiumihaila
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
N/A N/A
44271
Monohitoxx
Exposes the full Kong Gateway Admin API as MCP tools, enabling AI assistants to…
44272
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
N/A N/A
44273
PigeonAI-Yang
pyaireader Claim
MCP server for safely reading public URLs for AI agents, providing tools to fet…
N/A N/A
44274
namar0x0309
Enables interaction with Wekan kanban boards through the Wekan REST API, suppor…
44275
magicbadger
Fetches, parses, and summarizes ETSI telecommunications and media standards doc…
44276
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
N/A N/A
44277
nemesiscodex
Pulse Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
N/A N/A
44278
jeff-dev-1
Enables querying and managing AI logs through tools like listing logs, retrievi…
44279
Tatsh
wiswa-mcp Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
N/A N/A
44280
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
44281
shr3ddersec
sh3ll Claim
N/A N/A 95
44282
deepjyotk
FastMCP server exposing brokerage and market tools (Angel One, Coinbase, News) …
N/A N/A
44283
dgoo2308
Enables querying, searching, and controlling Kodi media center libraries and pl…
44284
Vvkmnn
An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
44285
zuohuiyang
MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
44286
ygh11231
Manages AutoDL GPU cloud instances, including lifecycle management, SSH operati…
44287
tojoevan
Enables checking SSL certificate expiry for any domain, with status indicators …
44288
kerwin77106
An MCP server that lets AI assistants operate multiple Notion accounts simultan…
44289
waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
N/A N/A
44290
node2flow-th
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
N/A N/A
44291
elouardyabderrahim
Provides system-specific metadata through a tool that returns data for a given …
44292
merkezekre2026
MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
44293
lancejames221b
Enables AI agents to share knowledge, coordinate tasks, and maintain persistent…
44294
pass-and-prosper
twexam-mcp Claim
A server for querying, practicing, and analyzing exam questions from Taiwan's n…
N/A N/A
44295
tmatussiere
ecair-mcp Claim
N/A N/A 95
44296
Themetralla3000
A Model Context Protocol (MCP) server for Slack workspace integration. This ser…
N/A N/A
44297
curious-bigcat
Enables querying ecommerce data (customers, products, orders, reviews) using na…
44298
ackm04
Provides AI assistants with comprehensive, precise BigCommerce developer docume…
44299
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
44300
abanka27
Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
N/A N/A
Showing 44251–44300 of 66534 servers
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