MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29851
Enables interaction with Microsoft SQL Server databases through T-SQL query exe…
 — ○ ⏳ — N/A N/A — — —
29852
jaredco
Fast - accurate weather conditions and forecasts by city or coordinates.
 — ○ ⏳ — N/A N/A — — —
29853
mcp-buttplug Claim
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
 — ○ ⏳ — N/A N/A — — —
29854
Agentic pipeline that transforms ideas to revenue — for solo founders and boots…
 — ○ ⏳ — N/A N/A — — —
29855
peio72
A server for managing translation key insertions into the clubee database with …
 — ○ — N/A N/A — 95 —
29856
mcp Claim 1
Deploy forms and sites to live URLs from AI conversations with automatic form c…
 — ○ — N/A N/A — 81 —
29857
almir.kvakic
test Claim
— ○ — N/A N/A — 95 —
29858
andyguo
— ○ ⏳ — N/A N/A — 95 —
29859
leo-runningcoach
Coach Leo Claim
AI running coach powered by Strava data, science-backed training plans, and com…
 — ○ ⏳ — — — — — —
29860
lekt9
tiktok Claim
— ○ — N/A N/A — 95 —
29861
ai-seer
Facticity AI Claim
Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies cla…
 — ○ ⏳ — — — — — —
29862
mnardit
Cross-platform MCP server for system clipboard access (read, write, watch)
 — ○ ⏳ — N/A N/A — — —
29863
xiaobenyang-com
date Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
 — ○ — N/A N/A — 95 —
29864
alesya-h
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
 — ○ — — — — 81 —
29865
KTA-Oracle Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
 — ○ ⏳ — — — — — —
29866
pocketlantern
Blocker-aware decision layer for AI coding agents, grounded in source-linked, t…
 — ○ ⏳ — N/A N/A — — —
29867
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
 — ○ — — — — 81 —
29868
TXRISK
txrisk Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
 — ○ — — — — 81 —
29869
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
 — ○ — N/A N/A — 95 —
29870
cochbert
smart Claim
— ○ — N/A N/A — 95 —
29871
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
 — ○ ⏳ — — — — — —
29872
BoomTax API - IRS Information Return Filing Connect AI agents to BoomTax for…
 — ○ ⏳ — — — — — —
29873
a6a27shen
a6a27 Claim
— ○ — N/A N/A — 95 —
29874
MeirKaD
— ○ — N/A N/A — 95 —
29875
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
 — ○ — — — — 81 —
29876
totte-dev
Provision SaaS services from YAML and inject .env. Supports Clerk, Stripe, Rese…
 — ○ ⏳ — N/A N/A — — —
29877
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
 — ○ — N/A N/A — 95 —
29878
zw008
VMware VKS Claim
vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requi…
 — ○ ⏳ — N/A N/A — — —
29879
soynog
dev-loop-mcp Claim
An MCP server that automates the full software development lifecycle through an…
 — ○ ⏳ — — — — — —
29880
structurizr Claim
Structurizr is a "models as code" tool designed for the C4 model.
 — ○ ⏳ — N/A N/A — — —
29881
vidoluco
A local DLP middleware that redacts sensitive information from prompts using lo…
 — ○ ⏳ — N/A N/A — — —
29882
vnikhilbuddhavarapu
Enables comprehensive management of WikiJS instances through tools for searchin…
 — ○ ⏳ — — — — — —
29883
az9713
Enables AI assistants to control and inspect a live Chrome browser for automate…
 — ○ ⏳ — N/A N/A — — —
29884
zzulanas
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
 — ○ ⏳ — — — — — —
29885
continuity-bridge
A multi-backend gateway that enables access to various services like Google Dri…
 — ○ ⏳ — — — — — —
29886
kratsg
ami-mcp Claim
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
 — ○ ⏳ — — — — — —
29887
kieranklaassen
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
 — ○ ⏳ — — — — — —
29888
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
 — ○ ⏳ — — — — — —
29889
Tinker-LGD2026
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
 — ○ ⏳ — — — — — —
29890
5hahiL
A Model Context Protocol (MCP) server that enables AI assistants to query Tidew…
 — ○ ⏳ — — — — — —
29891
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
 — ○ ⏳ — — — — — —
29892
bhayanak
SSH MCP Server lets you manage remote Linux servers through natural language in…
 — ○ ⏳ — N/A N/A — — —
29893
bhayanak
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
 — ○ ⏳ — — — — — —
29894
huangmiuXyz
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
 — ○ ⏳ — — — — 81 —
29895
bhayanak
MCP server for TestRail that enables AI assistants to interact with TestRail's …
 — ○ ⏳ — — — — — —
29896
krings.cooper
— ○ — N/A N/A — 95 —
29897
zw008
AI-powered VMware NSX DFW microsegmentation and security. Manage distributed fi…
 — ○ ⏳ — — — — — —
29898
bhayanak
Query CrowdStrike Falcon LogScale logs from AI assistants via the Model Context…
 — ○ ⏳ — — — — — —
29899
jake-bcn
A local MCP server that automates the deployment of static directories to remot…
 — ○ ⏳ — — — — — —
29900
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
 — ○ ⏳ — N/A N/A — — —
Showing 29851–29900 of 30006 servers
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