MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36051
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
36052 N/A N/A 95
36053
BlueNacho
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
N/A N/A
36054
others-git
hypermnesia Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
36055
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
36056
hidetaka-cci
A CircleCI MCP server specialized in config review, providing tools for fetchin…
36057
alsaeed3
ft_mcp Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
N/A N/A
36058
globalpocket
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
N/A N/A
36059
erhankeseli
An MCP server that gives AI assistants direct access to SAP HANA performance da…
36060
Trigv
@trigv/mcp Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
36061
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
N/A N/A
36062
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
36063
0x-Professor
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
N/A N/A
36064
citw2
saihm-memory Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
36065
willykeenan
claude-dials Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
36066
AiAgentKarl
Enables AI agents to render interactive user interfaces such as forms, dashboar…
36067
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
36068
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
36069
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
36070
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
36071
popand
aha-mcp Claim
MCP server for accessing and managing Aha! records, including features, require…
N/A N/A
36072
shreyashp77
Llama-Bridge Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
N/A N/A
36073
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
N/A N/A 95
36074
YuanHuakk
MCP server for JavaScript reverse engineering and browser debugging.
N/A N/A
36075
Suleidis9510
Professional Model Context Protocol implementation for Quality Assurance, integ…
N/A N/A
36076
glitch-exec-labs
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
N/A N/A
36077
yoshinaga2015
kanpou-mcp Claim
MCP server for searching Japanese government procurement notices via the Kanpou…
36078
pipeworx-io
Enables querying US EPA Envirofacts data using natural language, providing acce…
36079
LOGANATHAN2008
Enables macOS control, web scraping, news fetching, and workspace automation th…
N/A N/A
36080
PublikPrinciple
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
36081
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
N/A N/A
36082
prizmad
Prizmad Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
36083
brightseth
airc-mcp Claim
Connect Claude Code to other AI agents for messaging, registration, presence, a…
36084
ovo-hue
weather-mcp Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
N/A N/A
36085
xavier-hernandez
speaches-mcp Claim
An MCP server that exposes speech-to-text and text-to-speech capabilities using…
36086
zhongjun2
Provides natural language querying of open-source community data, including hea…
36087
calebsjames
Atlas UI Claim
MCP server that gives Claude deep awareness of your frontend codebase by scanni…
N/A N/A
36088
oconsole
odoo Claim
Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for e…
36089
TiGRoNdev
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
N/A N/A
36090
OscarByron69
mcp-pgSQL Claim
A local MCP server for PostgreSQL that provides tools for SQL execution, metada…
N/A N/A
36091
aaronsb
Connects AI assistants to an Obsidian vault as a semantic knowledge graph, enab…
N/A N/A
36092
AppContext Claim 1
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI…
N/A N/A 81
36093
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
36094
SepehrShapouri
An MCP server enabling AI assistants to manage Gmail through natural language, …
N/A N/A
36095
rusty4444
shiori-mcp Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
36096
dhannusch
Enables users to search Groq's API documentation using natural language queries…
36097
dynmie
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
N/A N/A
36098
tiancode
pve-mcp Claim
MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backu…
36099
Blockchainpreneur
Extract structured action items from meeting transcripts and notes using the ac…
36100
ros-claw
MCP server for controlling Unitree robots via DDS protocol, supporting G1, Go2,…
Showing 36051–36100 of 66549 servers
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