MCP Server Quality Scores

Independent quality analysis of 34076 public MCP servers

34076
Discovered
28891
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34001
Webdev3-digi
fastalert Claim
N/A N/A 95
34002
web3signals
agent-seo Claim
Score any AI agent before you use it. Score your own before you release it. Che…
81
34003
chainraydev
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
34004
rsafaya-edrv
uk-aml-mcp Claim
N/A N/A 95
34005
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
34006
MRUK31
A demonstration MCP server that simulates server management actions for Contabo…
81
34007
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
N/A N/A 83
34008
simen
mcp-see Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
81
34009
huangmiuXyz
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
81
34010 N/A N/A 95
34011
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
34012
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
34013
brunoescalhao
hypokrates Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
N/A N/A 95
34014
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
34015
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
34016
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
81
34017 N/A N/A 95
34018
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
34019
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
34020
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
34021
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
34022 N/A N/A 95
34023
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
34024
tmatussiere
ecair-mcp Claim
N/A N/A 95
34025
the-real-therealorry
MCP Server Claim
A production-grade Model Context Protocol server that enables secure management…
81
34026
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
34027
SubQuery-Network
test Claim
N/A N/A 95
34028
zemi-gh
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
N/A N/A 95
34029
automatalabs
Playwright Claim 1
A Model Context Protocol server providing browser automation capabilities using…
N/A N/A 95
34030
Bitbucket MCP Claim 1
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
N/A N/A 81
34031
Abdur-Rahman-Palash
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
81
34032
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
34033 N/A N/A 95
34034
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
34035
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
N/A N/A 81
34036
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
34037
MumuTW
An active, stateful software knowledge graph engine that serves as an 'all-know…
N/A N/A 95
34038
akshat-ilen
vyazen Claim
N/A N/A 95
34039
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
34040
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
34041
yifanyifan897645
git-summary Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
N/A N/A 95
34042
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
34043
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
34044
maxwellsdm1867
Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
81
34045
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
34046
jojo-labs
smart-web Claim
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
N/A N/A 95
34047
engrdeveloper
Enables posting text messages to Facebook business pages through MCP. Supports …
81
34048
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
34049
cdmarshall14
Provide standardized access and management of HubSpot CRM data through a compre…
N/A N/A 95
34050
joaopedro17
qa-mcp Claim 1
An MCP server that enables Claude to create and manage TestRail test cases dire…
81
Showing 34001–34050 of 34076 servers