MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36851
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
36852
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
36853
sinofseven
A simple MCP server for utilizing prompts defined in YAML files.
N/A N/A
36854
sinamohsenifar
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
N/A N/A
36855
JasonBates
An MCP server that lets you switch between different MCP configuration profiles…
N/A N/A
36856
mhlavac
MCP server that connects Claude to Edupage, a school information system used ac…
36857
open-pgx
openpgx Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
36858
Stoneip
Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…
N/A N/A
36859
bhf
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
36860
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
36861
sixbenzene
Enables AI agents to manage Markdown notes via the Model Context Protocol, supp…
36862
CerebroChain
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
36863
kubachour
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
N/A N/A
36864
devzspy
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
36865
tsunamayo7
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
N/A N/A
36866
fumiyoshi-shoji
fugaku-mcp Claim
MCP server for the Fugaku supercomputer that enables natural language job submi…
N/A N/A
36867
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
N/A N/A 95
36868
Sparker0i
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
N/A N/A
36869
konradbachowski
anchor-debug Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
N/A N/A
36870
SammyLin
Enables real-time stock price queries and historical data retrieval for US, Tai…
N/A N/A
36871
RadhaKrishna0018
Enables triggering Jenkins release and patch pipelines through natural language…
36872
Treeeeeeeeeeeeee
lsl-mcp Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
N/A N/A
36873
khalilbenaz
MDAN Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
36874
kubestellar
Enables AI-powered management of multi-cluster Kubernetes environments through …
36875
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
36876
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
N/A N/A
36877
VZilvinskus
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
N/A N/A
36878
egrigokhan
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
N/A N/A
36879
oddlyspaced
Enables LLMs to control and manage Android devices via ADB, including app insta…
N/A N/A
36880
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
N/A N/A
36881
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
36882
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
36883
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
36884
Rashqueee
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
36885
chllhc-SVG
Enables control of external Home Assistant devices via an MCP control layer and…
36886
jrhoades1
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
N/A N/A
36887
billkinddev
whamlink-mcp Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
36888
yestharanthony-png
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
36889
bluepagesdoteth
Enables looking up Ethereum address mappings to Twitter/X and Farcaster identit…
36890
BusyBee3333
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
36891
Claire-s-Monster
Enables comprehensive collection and analysis of ClaudeCode development session…
N/A N/A
36892
yyyy-tt
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
N/A N/A
36893
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
36894
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
N/A N/A
36895
Joaquim-Salles
mcp-zap Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
N/A N/A
36896
0xSplits
Enables managing Splits transactions, accounts, signers, and authentication thr…
36897
sourabhnk
mosaic-mcp Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
36898
hidden-ones-dev
engram-mcp Claim
MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace…
36899
sjgant80-hub
foldkit Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
36900
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
Showing 36851–36900 of 64636 servers
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