MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54851 N/A N/A 95
54852
nikos.workflow
demo-002 Claim
N/A N/A 95
54853
ks6573
Enables Claude Desktop to monitor and control your computer system with 90+ rea…
N/A N/A
54854
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
54855
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
N/A N/A 83
54856
FaisalFehad
Enables LLM clients to read and search email via IMAP with tools for listing fo…
N/A N/A
54857
chrischall
compass-mcp Claim
Compass real-estate for Claude — search, property details, photos, price histor…
N/A N/A
54858
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
N/A N/A
54859
sancovp
SEED MCP Claim
SEED provides a unified interface to compound AI systems, coordinating between …
N/A N/A
54860
Google Sheets Claim 2
Google Sheets integration with OAuth, spreadsheet management, batch operations,…
N/A N/A 61
54861
loved0543-dotcom
Provides Korean market data (products, trends, stocks, real estate) in English …
54862
mojawave
MojaWave MCP Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
54863
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
54864
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
54865
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
54866
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
N/A N/A
54867
lazymac2x
ai-eval Claim
Cloudflare Workers MCP server: ai-eval
54868
henrysouchien
MCP server for the SheetsFinance formula catalog, enabling search and construct…
N/A N/A
54869
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
54870
aredotna
MCP server for the Are.na API, providing 40+ auto-generated tools and custom co…
N/A N/A
54871 N/A N/A 95
54872
ATDev-Inc
UEMCP Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
54873
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
N/A N/A
54874
alperduzgun
Enables managing your iOS app's entire lifecycle with natural language through …
N/A N/A
54875
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
54876
gaoharimran29-glitch
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
N/A N/A
54877
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
N/A N/A 95
54878
indiamcp
razorpay Claim 1
MCP server for Razorpay API.
N/A N/A 83
54879
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
54880
36412749-collab
OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
N/A N/A
54881
Explorer-64
imagcon-mcp Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
54882
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
54883
GreenTeodoro839
sandbox-mcp Claim
自托管的MCP服务器,在Docker沙箱中提供命令执行、后台长任务、大文件传输和多沙箱自动管理,专为AI助手设计。
N/A N/A
54884
sumup
Tools to explore SumUp accounts, payments, customers, and payouts.
N/A N/A 83
54885
flybfree
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
N/A N/A
54886
Platoona
An MCP server that connects AI assistants to 10,000+ SaaS integrations through …
N/A N/A
54887
dhammawatthumpra-coder
MCP server for generating properly aligned ASCII, Unicode box-drawing, and Mark…
N/A N/A
54888
EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/…
N/A N/A 81
54889
Rswcf
deepviews Claim
Free financial data: company analysis, DCF, comps, benchmarks, screening. No AP…
N/A N/A 95
54890
sravanism
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
N/A N/A 95
54891
brendon92
Provides specialized search capabilities across e-commerce platforms, scientifi…
81
54892
FixtureForge
Schema-aware relational test data generator with working foreign keys, for any …
N/A N/A
54893
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
54894
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
54895
AIops-tools
k8s AIops Claim
Governed Kubernetes ops — 15 MCP tools with audit, budget, undo guards.
N/A N/A
54896
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
54897
rajavel6698
rajavel-66 Claim
N/A N/A 95
54898 N/A N/A 95
54899
OLGTX303
Enables autonomous forensic investigation of disk images by mounting evidence, …
N/A N/A
54900
Ucode-io
An MCP server generated from Postman API requests, enabling natural language in…
N/A N/A
Showing 54851–54900 of 57357 servers