MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39301
bhf
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
39302
CerebroChain
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
39303
Brhiza
mingyu Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
N/A N/A
39304
devzspy
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
39305
tsunamayo7
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
N/A N/A
39306
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
N/A N/A 95
39307
kubestellar
Enables AI-powered management of multi-cluster Kubernetes environments through …
39308
Sparker0i
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
N/A N/A
39309
RadhaKrishna0018
Enables triggering Jenkins release and patch pipelines through natural language…
39310
Treeeeeeeeeeeeee
lsl-mcp Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
N/A N/A
39311
khalilbenaz
MDAN Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
39312
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
39313
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
N/A N/A
39314
VZilvinskus
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
N/A N/A
39315
konradbachowski
anchor-debug Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
N/A N/A
39316
SammyLin
Enables real-time stock price queries and historical data retrieval for US, Tai…
N/A N/A
39317
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
39318
oddlyspaced
Enables LLMs to control and manage Android devices via ADB, including app insta…
N/A N/A
39319
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
N/A N/A
39320
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
39321
egrigokhan
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
N/A N/A
39322
BusyBee3333
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
39323
billkinddev
whamlink-mcp Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
39324
Joaquim-Salles
mcp-zap Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
N/A N/A
39325
bluepagesdoteth
Enables looking up Ethereum address mappings to Twitter/X and Farcaster identit…
39326
yyyy-tt
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
N/A N/A
39327
Rashqueee
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
39328
Claire-s-Monster
Enables comprehensive collection and analysis of ClaudeCode development session…
N/A N/A
39329
0xSplits
Enables managing Splits transactions, accounts, signers, and authentication thr…
39330
jrhoades1
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
N/A N/A
39331
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
N/A N/A
39332
sourabhnk
mosaic-mcp Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
39333
chllhc-SVG
Enables control of external Home Assistant devices via an MCP control layer and…
39334
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
39335
yestharanthony-png
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
39336
wallter
trw-mcp Claim
MCP server providing persistent engineering memory and spec-driven development …
N/A N/A
39337
tejas2904-RM
Integrates with Google Docs and Gmail to append content and create drafts, with…
N/A N/A
39338
Savvly
savvly Claim
Savvly MCP: query fund data, model projections, and compare against alternative…
39339
sjgant80-hub
foldkit Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
39340
khansabassem
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
N/A N/A
39341
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
39342
nalugomesv
MCP server that provides book recommendation tools, allowing an AI agent to sea…
N/A N/A
39343
sanjeev7e
A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC p…
39344
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
39345
pipeworx-io
Enables AI agents to access live weather data from Environment and Climate Chan…
39346
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
39347
Shaoshi17
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
39348
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
39349
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
39350
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
N/A N/A
Showing 39301–39350 of 64728 servers
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