MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55451
opendatahub-io
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
55452
NicholasJacob1990
SEI-MCP Claim
Enables automation of the SEI! (Sistema Eletrônico de Informações) system via C…
N/A N/A
55453
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
N/A N/A
55454
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
81
55455
Steveser1989
OPC Suite — CRM, sales, inventory, accounting, HRM, payroll, claims, projects f…
55456
yasinyaman
graphify-mcp Claim
A Python MCP server that exposes the Graphify knowledge graph as MCP tools, pro…
55457
storehausai
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
55458
JeromyJSmith
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
N/A N/A
55459
topdev424
Enables AI assistants to control and automate Unreal Engine through a native C+…
N/A N/A 95
55460
seanshin0214
AI-powered assistant for qualitative research and conceptual paper writing, pro…
N/A N/A 95
55461
sqllocks-arch
Provides full execution and management capabilities for Microsoft Fabric Data E…
81
55462
chung-ta1
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
55463
shengxiao20
mcp-proxy Claim
A proxy MCP server that reduces token usage by caching tool definitions locally…
N/A N/A
55464
shashankboosi
Enables creation and deployment of MCP servers on Cloudflare Workers, with loca…
55465
avadev
Provides access to Avalara Global Returns API for tax returns, filing calendars…
55466
alanbuxton
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
55467
panxingfeng
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
55468
BluesPrince
Deterministic music-theory MCP server and API for AI agents — analyze chords, r…
55469
pluralityworks
Threadminder Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
55470
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
55471
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
55472
adelaidasofia
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, …
N/A N/A
55473
olaservo
mcp-advisor Claim
Provides comprehensive access to the Model Context Protocol specification throu…
55474
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
55475
linimeanie
Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and…
N/A N/A
55476
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
55477
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
55478
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
N/A N/A
55479
lpeluso-dotcom
A remote MCP server that exposes the ServiceTitan API as tools, enabling Claude…
55480
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
55481
snehaguptanurix
MCP Foundry Claim
Turns any codebase into a working MCP server by analyzing GitHub repos or uploa…
N/A N/A
55482
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
55483
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
55484
Flupke68
Ultimath Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
55485
nasimpc
Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with…
55486
namabile
An MCP server for executing Malloy queries and managing Malloy resources.
55487
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
55488
0xka13b
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
N/A N/A
55489
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
55490
crunchtools
MCP Podman Claim
MCP server for Podman container management via the Podman REST API
N/A N/A
55491
askadvaith
MCP State Sidecar: durable state persistence for multi-agent AI workflows
N/A N/A
55492
oaslananka
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
55493
bughide010
mcp Claim
N/A N/A 95
55494
george-mellow
Spotter-SAST Claim
Enterprise-grade MCP server for static application security testing with multi-…
N/A N/A
55495
adityaarsharma
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
N/A N/A
55496
MCP-Mirror
An MCP server that provides browser automation capabilities via Playwright usin…
81
55497
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
N/A N/A
55498
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
55499
karyaboyraz
mockit-mcp Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
N/A N/A
55500
cyanheads
Guardian Open Platform — search and retrieve full article text from The Guardia…
N/A N/A
Showing 55451–55500 of 57160 servers