MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47401
iceleaf916
An MCP server that enables language models to query and manage Gerrit code revi…
47402
arjunkmrm
World Clock Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
N/A N/A 95
47403
mateus-gondev
MCP Serve Claim
Enables natural language management of clients and products via a chat interfac…
N/A N/A
47404
Ash-Blanc
Transforms Claude into a production-grade pair programmer by orchestrating best…
81
47405
goal31121
An MCP server enabling natural language queries for TON blockchain data, includ…
47406
sebastianall1977
gmail-mcp4 Claim
N/A N/A 95
47407
GoalProfit
rmcp Claim
N/A N/A 95
47408
yyinhsu
Provides tools for querying and managing Microsoft SQL Server databases, includ…
47409
hahooh
Proxies STDIO-based MCP clients to streaming HTTP MCP servers, enabling local c…
N/A N/A
47410
zoomeye-ai2
mcp_zoomeye Claim
hacked by pbuff
N/A N/A 95
47411
jnotsknab
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
N/A N/A
47412
gschaer
Enables AI agents to browse, search, and fetch documentation from any public Ze…
47413
devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, pr…
81
47414
anishhs-gh
mail-mcp Claim
A self-hosted MCP server that gives AI agents full email superpowers.
47415
HW-public
Enables Claude Code to execute read-only queries and DML operations on Oracle a…
47416
eliu243
Connect your Oura Ring account securely in minutes. Enable authorized access to…
N/A N/A 95
47417
afable702
vault-mcp-tools Claim 1
Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canva…
N/A N/A 75
47418
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
47419
pipeworx-io
mcp-json Claim
Provides tools to validate, format, and query JSON strings via MCP. Enables AI …
47420
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
81
47421
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
N/A N/A
47422
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47423
fastmcp-me
Integrates with Video Jungle to allow LLMs to upload, search, edit, and generat…
47424
ruandwrd
Enables LLMs to fetch and process web page contents by providing tools to retri…
47425
renemorenow
ArcGIS MCP Claim
Unified MCP server for ArcGIS Online and Enterprise providing tools for user/gr…
47426
EterUltimate
astrbot-mcp Claim
Provides tools for AstrBot plugin development including documentation access an…
N/A N/A
47427
trakkr-aisearch
Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Support…
47428
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
47429
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
47430
akihidem
loop-verify Claim
An MCP server that performs independent verification of artifacts against crite…
47431
Nikolife2016
Before an AI agent pays an x402 endpoint, checks whether it's safe to pay: live…
47432
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
N/A N/A
47433
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
81
47434
jiridudekusy
An MCP server that lets AI assistants propose sending Signal messages, but noth…
47435
coze-dev
A Model Context Protocol server that provides Coze resources and tools for mana…
47436
ava11235
AI-powered terrain analysis for any location on Earth. Uses super-resolution a…
47437
bilalrana344
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
47438
moverton7474
wmis Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
47439
amahpour
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
N/A N/A
47440
Fasen24-AI
AutoFuse Claim
Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS …
N/A N/A
47441
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
47442
Lishang25
cleanmcp Claim
A MCP server framework with zero-config auto-discovery, type-safe decorators, a…
47443
oWretch
Enables AI assistants to discover and control ZenControl DALI-2 lighting system…
47444
granoflow
Granoflow Claim
Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory car…
N/A N/A
47445
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
N/A N/A
47446
K-13ROBOT
Enables natural language control of HFSS (v2019-2025) for antenna modeling, sim…
N/A N/A
47447
busportals
Portals MCP Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
81
47448
kodeyai
Detect and list form fields in any PDF. Fill forms with your data and receive t…
N/A N/A 95
47449 N/A N/A 95
47450
andresmorales07
mem0-mcp Claim
A server that wraps a self-hosted mem0 REST API as MCP tools for Claude Desktop…
Showing 47401–47450 of 67226 servers
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