MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27751
Vaquill-AI
CanLII Claim 1
MCP for CanLII: Canadian case law and legislation metadata (federal, provincial…
B 71 34 69 61 81
27752
BitgetLimited
The official Bitget MCP (Model Context Protocol) server. Gives AI assistants di…
B 71 34 84 38 81
27753
zw008
VMware-Aria Claim
VMware Aria Operations monitoring — performance metrics, alarms, capacity analy…
B 71 34 76 49 81
27754
bhayanak
Simple SSH MCP Server Claim 1
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
B 71 34 61 73 81
27755
anima-labs-ai
Anima MCP Server Claim
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
B 71 34 78 48 81
27756
kratsg
ami-mcp Claim 2
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
B 71 34 65 67 81
27757
Fakturai — German E-Invoice (ZUGFeRD
KoSIT-verified German e-invoices: generate & validate ZUGFeRD, Factur-X, XRechn…
B 71 35 62 84 67
27758
atomno-labs
mcp-fns-check Claim
Russian counterparty due diligence — INN/OGRN lookup against EGRUL/EGRIP, bankr…
B 71 34 66 66 81
27759
getinvariant
invariant Claim
A unified API provisioning layer that provides AI agents with access to multipl…
B 71 34 84 35 81
27760
superradcompany
microsandbox Claim
microsandbox
B 71 34 54 88 81
27761
Jr-kenny
A read-only MCP server that provides searchable access to the Shelby documentat…
B 71 34 76 50 81
27762
initMAX
zabbix-mcp-server Claim
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + b…
B 71 34 60 N/A N/A 76 81
27763
dygogogo
agent-guard-mcp
B 71 34 72 58 81
27764
stoichodimov
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
B 71 34 70 58 81
27765
mcpflow
ClickUp MCP Server Claim 1
Enables AI agents to interact with ClickUp tasks, spaces, lists, and folders th…
B 71 34 90 25 81
27766
hamzashahbaz
Shopify MCP Server Claim
Provides AI assistants with real-time access to Shopify store analytics, sales …
B 71 34 76 50 81
27767
BARRYPMARSHALL
The Agent-Native Marketplace — where AI agents discover, negotiate, and purchas…
B 71 34 90 27 81
27768
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
B 71 34 86 31 81
27769
strelec00
testmo-mcp Claim
Connect Claude, Cursor, and other AI assistants to your Testmo test management …
B 71 34 76 49 81
27770
tom-viviano
Enables AI assistants to query and explore distributed data across EdgeLake nod…
B 71 34 92 24 81
27771
bhayanak
Server that brings World Bank Open Data to AI assistants. 10 tools · Zero authe…
B 71 34 76 51 81
27772
Valid and reliable data engineering and statistical analysis without hallucinat…
B 71 35 60 85 67
27773
securecheckio
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
B 71 34 78 45 81
27774
Aigen-Protocol
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
B 71 34 66 65 81
27775
bluemadisonblue
faceit-mcp Claim
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
B 71 34 72 57 81
27776
sfeeney1897
wasp-mcp Claim 1
A Model Context Protocol server that lets Claude query arbitrary webpages with …
B 71 34 75 53 81
27777
lenderwiki
lenderwiki Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
B 71 34 76 50 81
27778
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait …
B 71 35 66 79 67
27779
civilquants Claim 1
Parametric estimating engine: CESMM4/NRM2/SMM7/MMHW Bills of Quantities for civ…
B 71 35 66 81 67
27780
sarduine13-star
botguard-pro Claim
Detects bot traffic and wasted spend. Input: site_id. Returns trigger and USD l…
B 71 35 66 67 81
27781
elisymlabs
elisym Claim
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
B 71 34 64 N/A N/A 69 81
27782
Lukaris
framedeck-mcp Claim 1
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
B 71 34 76 48 81
27783
maximeallanic
tdarr-mcp Claim 1
MCP server for interacting with Tdarr, a distributed transcoding system. Provid…
B 71 34 75 50 81
27784
initia-labs
Initia MCP Claim
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
B 71 34 84 35 81
27785
trevoraspencer
geminicli-mcp Claim 1
A stateless MCP server that wraps the headless Gemini CLI, providing tools to s…
B 71 34 78 48 81
27786
tife89
Provides access to KfW funding programs for residential building energy efficie…
B 71 34 78 48 81
27787
Luckkyyy23
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
B 71 34 84 35 81
27788
mail2vimal11-arch
Parse Receipts
B 71 34 84 36 81
27789
rocketride-org
MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, an…
B 71 34 54 N/A N/A 85 81
27790
BC/DR & compliance tools: DORA, NIS2, NIST CSF, GDPR, SOC 2, CMMC, CAF, ISO 270…
B 71 35 66 79 67
27791
site Claim 1
Query the Virohana website with your AI: services, products, journal. Open, rea…
B 71 25 75 67
27792
t-rhex
plaid-mcp Claim
A read-only MCP server that enables users to analyze their real bank, credit ca…
B 71 34 76 51 81
27793
heecheon92
A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to A…
B 71 34 84 35 81
27794
indratjhai
xendit-mcp Claim
A read-only MCP server for securely accessing Xendit payment platform data. It …
B 70 34 72 53 81
27795
AnchorRegistry
ar-mcp Claim
Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible …
B 70 34 72 53 81
27796
novgorodskii
Enables AI assistants to interact with the Worksection project management platf…
B 70 34 72 53 81
27797
AyanoT1
tiny-notion-mcp Claim 1
A lightweight Notion MCP server that minimizes token usage by returning Markdow…
B 70 34 86 27 81
27798
marksoulier
Connects Claude to the Lever financial planning app, allowing users to fetch an…
B 70 34 86 30 81
27799
Read-only MCP access to TrailWeights' ultralight gear corpus: verified weights,…
B 70 25 74 67
27800
prakhar1605
OpenCollab MCP Claim
Enables developers to find personalized open-source contributions by analyzing …
B 70 34 72 53 81
Showing 27751–27800 of 67197 servers
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