MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48201
IvanPetylo
ClockifyMCP Claim
Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
48202
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
N/A N/A
48203
McCullonas
MCP server for querying Dutch railway data via the NS API, with planned tools f…
N/A N/A
48204
MrJohn91
Enables natural language queries against Snowflake Gold-layer tables through Cl…
N/A N/A
48205
AriaShishegaran
kegg-mcp Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
48206
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
48207
hemantkamalakar
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
48208
GuardForever
Provides a health check and a get_weather tool to query current weather by city…
N/A N/A
48209 N/A N/A 95
48210
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
48211
tycket033-tech
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
N/A N/A
48212
matematicsolutions
ie-eli-mcp Claim
An MCP server that provides access to the Irish Statute Book, enabling retrieva…
48213
anbturki
Enables Claude Code to manage automations, tasks, skills, workflows, credential…
N/A N/A
48214
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
N/A N/A 83
48215
octopilot
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
48216
PramodDutta
browserbash Claim
Plain-English browser tests for AI agents: real Chrome, deterministic verdicts.…
N/A N/A
48217
bahri-hirfanoglu
mcpify Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
48218
FUYOH666
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
N/A N/A
48219
uaixo
Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simult…
N/A N/A
48220
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
N/A N/A
48221
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
N/A N/A
48222
shemreader
Enables AI agents to search, explore data lineage, understand business context,…
48223
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
48224
skepty2333
Enables querying and retrieval of structured video summaries from a SQLite know…
48225
moremorefun
anti-search Claim
MCP server for web search and URL reading via CLIProxyAPI Antigravity backend, …
N/A N/A
48226
harunme
Enables managing GitHub starred repositories with semantic search and RAG-based…
N/A N/A
48227
NengjiangLunpi
AStockEvent Claim
Structured A-share announcement event feed. 16 MCP tools, 13 event types.
48228
bzetu
Unified MCP server for Chinese stock market data that batches multiple data req…
48229
BROKENISTXD
Exposes all major ILSpy CLI features as separate MCP tools for decompiling .NET…
N/A N/A
48230
jashkahar
A FastMCP-based server that provides a natural language interface to Terraform …
N/A N/A
48231
coco4atJP
Enables parallel code generation and review via MCP with fault-tolerant worker …
N/A N/A
48232
eltyBelgium
sendfox-mcp Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
48233
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
48234
protae5544
nextjsui9 Claim
N/A N/A 95
48235
simplebytes-com
rdap-mcp Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
48236
pipeworx-io
Enables searching and querying City of Henderson open geospatial datasets (parc…
48237
ruthvik-947
A local MCP server that maintains and serves personal identity context to LLMs.
N/A N/A
48238
umachandra-30
MCP server for interacting with Google Calendar, enabling reading events from p…
48239
rsp2k
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
48240
JohnmyZ
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
48241
SalvatoreDiPalo
Enables AI assistants to retrieve Chess.com player profiles, statistics, and da…
48242
mattlgroff
Single-file HTTP MCP Server for WeatherAPI.com to get current weather, forecast…
N/A N/A
48243
JasonBates
whoop-mcp Claim
Provides Claude Desktop with access to WHOOP fitness data including recovery, s…
N/A N/A
48244
Mike00028
MCP server that provides weather alerts and forecasts using the National Weathe…
48245
bbusche
An MCP server that lets an AI agent read your portfolio, place paper trades, an…
48246
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
N/A N/A
48247
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
N/A N/A
48248
illinigirl
Plans a week of meals from a local recipe library, optimizing for shared ingred…
N/A N/A
48249
ekho
buildin-mcp Claim
Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage …
48250 N/A N/A 95
Showing 48201–48250 of 67226 servers
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