MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47851
apxlabs-ai
Niro Claim
AI pentester for PRs — finds exploitable bugs and hands your coding agent the f…
N/A N/A
47852
GonzaBot
Converts Claude into a cybersecurity assistant by exposing 17 tools for network…
N/A N/A
47853
abhinavag-svg
Enables Claude to interact with Apple apps on macOS including Mail, Calendar, C…
N/A N/A
47854
jck411
MCP Platform Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
81
47855
axiom-stack-llc
Axiom Oracle Claim
Axiom Oracle — Solana-native attestation infrastructure for AI agents. RWA data…
47856
xiaot945
groowooth Claim
MCP server that enables AI agents to assess child growth, plot growth curves, a…
N/A N/A
47857
ritheshr21
Tracks commitments (promises made in conversations) and provides tools to add, …
N/A N/A 95
47858
longbridge-official
Longbridge Claim
US/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, ale…
81
47859
datakoot
US Federal Register for AI agents: rules, notices and executive orders. No API …
47860
pgallar
Enables natural language interaction with SimplyBook.me API to manage bookings,…
N/A N/A
47861
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
81
47862
wannanbigpig
db-mcp Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
N/A N/A
47863
contactout
ContactOut MCP unlocks instant access to verified professional emails and phone…
N/A N/A 95
47864
emily397
Provides AI agents with tools to detect Shopify apps, WordPress plugins, DNS/em…
47865
pipeworx-io
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
47866
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
47867
anatolykoptev
Autonomous AI agent for n8n workflow automation with credential factories, exec…
47868
chirpephippiorhynchus804
Provides persistent local memory for AI assistants using SQLite and semantic se…
N/A N/A
47869
obseasd
Lets MCP-capable AI agents interact with the Arcade DEX and launchpad on Circle…
47870
MTCMarkFranco
Enables algorithmic trading with Interactive Brokers, including market data, or…
N/A N/A
47871
lgodl7536
rsd-toy Claim
N/A N/A 95
47872
deepdik
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
47873
invarium-ai
invarium Claim
81
47874
willykeenan
claude-dials Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
47875
eleanorreem
email Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
N/A N/A
47876
Shipper-dot-now
Conqueror Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
47877
emrgcl
Measures TCP connection latency to Azure blob storage endpoints across regions,…
N/A N/A
47878
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A 95
47879
shubhamc1947
A Model Context Protocol server with a built-in OAuth 2.1 authorization server …
47880
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
47881
kinjal-1007
Enables AI-powered shopping assistance by analyzing natural language shopping q…
N/A N/A
47882
yigitkonur
example-mcp-server-streamable-http-stateless
81
47883
leviethung2103
Exposes a FastMCP server that proxies to an existing LightRAG Server API, enabl…
47884
Decilion
gho-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
47885
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
47886
Facets-cloud
Enables management of Facets Control Plane projects, resources, environments, a…
47887
datPascal
FrankKi Claim
The agentic layer of letters. Agents send real printed mail worldwide, German c…
47888
adityarya24
Provides Vedic astrology calculations (kundali, dasha, panchang, yoga) and Hind…
47889
Fcheni
ab Claim
N/A N/A 95
47890
shayaShav
flatten-mcp Claim
Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower tok…
N/A N/A 95
47891
soffelcopter
Searches UniProt by protein name to find accession numbers and retrieves detail…
47892
iamakash-06
Enables AI agents to monitor web documentation for changes, perform semantic se…
N/A N/A
47893
tyswi1197-boop
A minimal, tag-free personal memory system that syncs across all Claude interfa…
47894
d0whc3r
MCP server for querying archaeological site information from the EGIPCI service…
N/A N/A
47895
syedasad-kiwi
Enables interaction with MongoDB databases through the Model Context Protocol, …
N/A N/A
47896
benzkittisak
Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
N/A N/A
47897
ozwei
Enables MCP clients to interact with local LLMs via LM Studio, supporting dynam…
N/A N/A
47898
stevefordev
A zero-config MCP server that enables AI to access, analyze, and manage local S…
N/A N/A
47899
SecretRichGarden
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
47900
ranjanjyoti152
Enables AI assistants across platforms to share memory, recall facts, preferenc…
N/A N/A
Showing 47851–47900 of 67226 servers
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