MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
54421
Discovered
→
29768
Scored
→
2112
Verified
→
16952
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 7 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 Google Analytics (unofficial) +42 data-enrichment +42

Biggest Drops

Serverless-DB-Oracle -46 civilquants -4 GoCreative Agent API -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52501
UniRate-API
mcp Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
 — ○ ⏳ — N/A N/A — — —
52502
dshatokhin
A Model Context Protocol (MCP) server that enables AI assistants like Claude an…
 — ○ ⏳ — N/A N/A — — —
52503
cognis-digital
RAGSHIELD Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
 — ○ ⏳ — N/A N/A — — —
52504
mberjans
Enables automation of Google Jules AI coding assistant through task creation, c…
 — ○ ⏳ — — — — 81 —
52505
ObscuritySRL
umbriel Claim
Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automat…
 — ○ ⏳ — N/A N/A — — —
52506
j-sulliman
hopgraph Claim
Verify Australian and New Zealand businesses against government registers via a…
 — ○ ⏳ — N/A N/A — 95 —
52507
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
 — ○ ⏳ — N/A N/A — — —
52508
scottyphillips
Enables control of ECHONETLite home automation devices like air conditioners an…
 — ○ ⏳ — N/A N/A — — —
52509
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
 — ○ ⏳ — — — — 81 —
52510
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
 — ○ ⏳ — — — — 81 —
52511
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
 — ○ ⏳ — N/A N/A — 95 —
52512
AiAgentKarl
Provides color and design tools including palette generation, WCAG contrast che…
 — ○ ⏳ — — — — — —
52513
MohanTn
A local MCP server that provides Sonar-grade static analysis (bugs, vulnerabili…
 — ○ ⏳ — N/A N/A — — —
52514
Access Taiwan CWA weather data and forecasts for all counties and cities
 — ○ ⏳ — N/A N/A — 81 —
52515
pawanpanpan
— ○ ⏳ — N/A N/A — 95 —
52516
Patheras
directory Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
 — ○ ⏳ — — — — — —
52517
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
 — ○ ⏳ — N/A N/A — — —
52518
Ali1041
leadloadz Claim
B2B lead search and email verification MCP server
 — ○ ⏳ — N/A N/A — — —
52519
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
 — ○ ⏳ — — — — — —
52520
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
 — ○ ⏳ — N/A N/A — 75 —
52521
donald-ada
mysql Claim
A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
 — ○ ⏳ — — — — — —
52522
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
 — ○ ⏳ — N/A N/A — — —
52523
quangdang46
uefn-mcp Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
 — ○ ⏳ — N/A N/A — — —
52524
Linked-Layer
An MCP server that provides a permission-aware context layer over team tools, e…
 — ○ ⏳ — — — — — —
52525
Tritlo
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
 — ○ ⏳ — N/A N/A — — —
52526
CTRLabs
CTRL Claim
Visual DeFi workflow automation on Base + Ethereum mainnet.
 — ○ ⏳ — — — — — —
52527
Zenidp
VeriSIFT Claim
Read-only MCP server for autonomous, spoliation-proof disk-image triage with se…
 — ○ ⏳ — N/A N/A — — —
52528
Atenai-ai
wavestreamer Claim 1
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
 — ○ ⏳ — N/A N/A — 95 —
52529
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
 — ○ ⏳ — N/A N/A — 81 —
52530
karavaev-evgeniy
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
 — ○ ⏳ — — — — — —
52531
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
 — ○ ⏳ — — — — 81 —
52532
lazymac2x
Cloudflare Workers MCP server: data-transform
 — ○ ⏳ — — — — — —
52533
bragabruno
Enables hybrid document search (BM25 + vector) with Reciprocal Rank Fusion over…
 — ○ ⏳ — — — — — —
52534
flin-agency
Read-only MCP server for Google Ads, enabling querying campaigns, ad groups, ad…
 — ○ ⏳ — — — — — —
52535
shopware
Enables AI assistants to manage Shopware e-commerce data through the Admin API,…
 — ○ ⏳ — — — — — —
52536
tomo1230
Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
 — ○ ⏳ — N/A N/A — — —
52537
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
 — ○ ⏳ — N/A N/A — 95 —
52538
clauxel
AI agent run monitoring with incident replay and SLA receipts.
 — ○ ⏳ — — — — — —
52539
PedroGabrieldm
goevento-new Claim
— ○ ⏳ — N/A N/A — 95 —
52540
clauxel
Paid remote MCP for spec driven development acceptance gate MCP, structured rec…
 — ○ ⏳ — — — — — —
52541
cyanheads
Search anime/manga, franchise watch order, schedule, characters, rankings, stud…
 — ○ ⏳ — N/A N/A — — —
52542
RohanAnandPandit
MCP server providing data connectivity to the Trading212 trading platform, enab…
 — ○ ⏳ — — — — — —
52543
cuongph-dev-work
backlog-mcp Claim
An MCP server providing AI agents with read access to Backlog issues, comments,…
 — ○ ⏳ — N/A N/A — — —
52544
GOLayerone
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
 — ○ ⏳ — N/A N/A — — —
52545
moxus
Enables interaction with Intervals.icu data, including activities, wellness, an…
 — ○ ⏳ — — — — — —
52546
dizzydes
0pi Claim
Free, 2hr expiry agent storage to cache contexts, bridge workflows, or dump dat…
 — ○ ⏳ — N/A N/A — 95 —
52547
GRAMMAC1
error2fix Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
 — ○ ⏳ — N/A N/A — — —
52548
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
 — ○ ⏳ — N/A N/A — 95 —
52549
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
 — ○ ⏳ — — — — 81 —
52550
sourjya
TracePulse Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
 — ○ ⏳ — N/A N/A — — —
Showing 52501–52550 of 54421 servers
« Prev 1 … 1049 1050 1051 1052 1053 … 1089 Next »