MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49451
pipeworx-io
Provides access to Canadian parliamentary data including debates, bills, votes,…
— ○ ⏳ — — — — — —
49452
v5tech
Enables IP address location and latitude/longitude address queries, providing d…
— ○ ⏳ — — — — 81 —
49453
qontinui
Enables AI to inspect and interact with UI elements, supporting control mode fo…
— ○ ⏳ — N/A N/A — — —
49454
shenyuexin
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
— ○ ⏳ — N/A N/A — — —
49455
mdtahmidhossain
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
— ○ ⏳ — — — — — —
49456
xiao98
An open-source MCP server that bridges AI models with industrial equipment, sup…
— ○ ⏳ — N/A N/A — — —
49457
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
— ○ ⏳ — N/A N/A — — —
49458
mfahadiqbalofcl
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
— ○ ⏳ — N/A N/A — — —
49459
avallavall
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
— ○ ⏳ — — — — — —
49460
aza-ali
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
— ○ ⏳ — N/A N/A — — —
49461
hypen-code
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
— ○ ⏳ — N/A N/A — — —
49462
leejaew
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
— ○ ⏳ — — — — — —
49463
ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
— ○ ⏳ — N/A N/A — — —
49464
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
— ○ ⏳ — N/A N/A — 95 —
49465
Soundhannes
jira-mcp Claim
MCP server for Jira Server/Data Center, enabling issue management, comments, at…
— ○ ⏳ — — — — — —
49466
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
— ○ ⏳ — N/A N/A — — —
49467
ck0i
hashline-mcp Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
— ○ ⏳ — N/A N/A — — —
49468
mcpia
simuladorllm Claim
— ○ ⏳ — N/A N/A — 95 —
49469
MetaBrain-Labs
Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…
— ○ ⏳ — — — — — —
49470
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
— ○ ⏳ — — — — — —
49471
khokan
mcp-gsuite Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
— ○ ⏳ — — — — — —
49472
markswendsen-code
MCP server for Airbnb — lets AI agents search listings, check availability, man…
— ○ ⏳ — N/A N/A — — —
49473
bh213
Connects MCP clients to a running hx-multianim game via DevBridge for scene ins…
— ○ ⏳ — N/A N/A — — —
49474
masamnisakasama
Self-serve MCPB demo for accounts payable invoice exception review. It performs…
— ○ ⏳ — N/A N/A — — —
49475
Feyfa
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
— ○ ⏳ — — — — — —
49476
BrextherFx
An MCP server for Zerodha Kite Connect that enables AI agents to execute trades…
— ○ ⏳ — — — — — —
49477
jyshangguan
Enables classification of galaxy images by Hubble type and answering custom ast…
— ○ ⏳ — — — — — —
49478
isaaccorley
A Python MCP server that provides unified access to satellite and geospatial da…
— ○ ⏳ — — — — — —
49479
jeffreyrampineda
Provides access to offline Wikipedia and other content through Kiwix, enabling …
— ○ ⏳ — N/A N/A — — —
49480
osamah96
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
— ○ ⏳ — — — — 81 —
49481
Patricked-code
A read-only MCP server that exposes controlled SSH tools to inventory, document…
— ○ ⏳ — — — — — —
49482
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
— ○ ⏳ — — — — — —
49483
uvidswqkscr89
mcp_test Claim
— ○ ⏳ — N/A N/A — 95 —
49484
sogawa-yk
mcp-gauge Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
— ○ ⏳ — N/A N/A — — —
49485
xar
bing-ads-mcp Claim
MCP server enabling AI assistants to manage Microsoft Advertising (Bing Ads) ca…
— ○ ⏳ — N/A N/A — — —
49486
Sage-Bionetworks
synapse-mcp Claim
A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…
— ○ ⏳ — — — — — —
49487
psiQAQ
Zotero Agent Claim
An MCP server that embeds into Zotero, enabling AI agents to search, manage, en…
— ○ ⏳ — N/A N/A — — —
49488
Thanhdeptr
Enables AI-powered Kubernetes management using natural language, supporting kub…
— ○ ⏳ — — — — — —
49489
sacahan
CasualMarket Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
— ○ ⏳ — — — — — —
49490
wuxiaoqiang12
MCP server that enables inspecting, controlling, and safely automating live ope…
— ○ ⏳ — N/A N/A — — —
49491
CyperNexus
Enables AI agents to interact with Blockbench, a 3D modeling tool for Minecraft…
— ○ ⏳ — N/A N/A — — —
49492
bestaiinsider
Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…
— ○ ⏳ — — — — — —
49493
busigui2023
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
— ○ ⏳ — N/A N/A — — —
49494
Patheras
directory Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
— ○ ⏳ — — — — — —
49495
rexl2018
lsp-mcp Claim
Enables AI assistants to interact with VS Code's language server protocol featu…
— ○ ⏳ — N/A N/A — — —
49496
Rello
Provides MCP tools for searching, retrieving, and answering questions about ind…
— ○ ⏳ — — — — — —
49497
noboru-i
Enables you to manage and automate interactions with Nature Remo devices, inclu…
— ○ ⏳ — — — — — —
49498
masa-med-ai
MCP server for querying the Japanese KAKEN database of scientific research gran…
— ○ ⏳ — N/A N/A — — —
49499
MomoSGM
Provides tools to check disk usage and search files by keyword on the local sys…
— ○ ⏳ — N/A N/A — — —
49500
LZMW
md-graph Claim
MCP server that enables full-text search and link navigation over Markdown file…
— ○ ⏳ — N/A N/A — — —
Showing 49451–49500 of 69199 servers
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