MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
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
46251
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
N/A N/A
46252
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
46253
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
46254
rajat1994
An MCP server that turns any public GitHub repository into a PDF report contain…
N/A N/A
46255
getsentry
MCP server for Plausible Analytics that enables querying traffic, conversions, …
N/A N/A
46256
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
46257
kyw1419
copilot Claim
N/A N/A 95
46258
friendlygeorge
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
N/A N/A
46259
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
N/A N/A
46260 N/A N/A 95
46261
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
46262
rhinocap
Raven Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
46263
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
46264
lm203688
Enables AI to safely view and operate Redis databases with read-only mode by de…
46265
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
N/A N/A 95
46266
Imsamiullah09
Enables natural language querying of Amazon Advertising data including Sponsore…
46267
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
46268
herrozim-ship-it
yureong Claim
Verifies Korean legal citations (case numbers, statutes) against the official g…
46269
vKongv
Enables controlling a local Chrome browser via MCP tools, using a Chrome extens…
N/A N/A
46270
machado000
MCP server for querying artist royalty performance in Brazilian Portuguese, usi…
46271
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
N/A N/A
46272
PedroGabrieldm
goevento-new Claim
N/A N/A 95
46273
ZubeidHendricks
Interact with YouTube to search videos, get details, and manage transcripts.
N/A N/A 95
46274
git-fabric
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
81
46275
topness-msft
Enables AI assistants to find, book, and cancel salon appointments via SalonRun…
46276
RollingGo-AI
RollingGo MCP is a high-performance hotel search and recommendation service bui…
46277
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
46278
indroneelray
Enables fetching detailed Pokémon data from PokéAPI, including Pokémon info, ty…
46279
CSOAI-ORG
flight-logger-mcp MCP server by MEOK AI Labs
N/A N/A
46280
lauragift21
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
46281
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
46282
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A 95
46283
filinils
Hunchful Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
46284
VitalyOstanin
MCP server for comprehensive YouTrack integration, enabling issue management, w…
N/A N/A
46285
pipeworx-io
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
46286
v0idravl
sliver-mcp Claim
A Model Context Protocol server for the Sliver C2 framework that exposes operat…
46287
Akerdogmus
Enables AI assistants to control Blender 3D modeling and rendering through natu…
N/A N/A
46288
mcpflow
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
46289
contactakagrawal
A memory-efficient MCP server for analyzing large JSON files with streaming, qu…
N/A N/A
46290
iMateo
Enables natural language management of FastPanel 2 servers, including creating …
81
46291
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
46292
Freento
Freento MCP is a native Magento 2 extension that implements the Model Context P…
46293
redis-mcp Claim 1
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA…
N/A N/A 81
46294
lqwangxg
MCP server providing tools for addition, current time, config index updates, a …
N/A N/A
46295
PaymanAI
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
N/A N/A 95
46296
yogimathius
A symbolic reasoning engine that enables symbolic ontology operations through a…
46297
leo919cc
Enables Claude Code to leverage OpenAI models for expert code review, deep arch…
N/A N/A
46298
mobileteam102
mcp-chart Claim
N/A N/A 95
46299
HimanshuMohanty-Git24
Enables multi-agent research with web search and analysis, accessible via VS Co…
46300
sam-phinizy
MCP server for Apple Reminders, enabling management of reminders and lists via …
N/A N/A
Showing 46251–46300 of 67197 servers
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