MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59851
yongzhe-wang
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
N/A N/A
59852
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
59853
xiaobenyang-com
temp-notes Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
N/A N/A 95
59854
Saadh05
whoop-mcp Claim
MCP server that connects Whoop fitness data to Claude, enabling natural languag…
N/A N/A
59855
PierrunoYT
Provides access to the recraft-ai/recraft-v3 image generation model via Replica…
81
59856
bmlt-enabled
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
59857
iflow-mcp
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
N/A N/A
59858
Patr56
yadisk-mcp Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
N/A N/A
59859
nexgendata-apify
Federal and state court record lookup. Run a name or company through and get ba…
81
59860
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
59861
converged-computing
hpc-mcp Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
N/A N/A
59862
ATERCATES
MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI as…
59863
Anujsup
Enables AI assistants to interact with Milkbasket for grocery shopping, includi…
N/A N/A
59864
andyc00ps
An MCP server that enables conversational access to Lumar SEO crawl data via it…
81
59865
sarveshsea
memoire Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
59866
Heretek-RE
Enables read-only binary diff and fingerprinting of files without writing to di…
N/A N/A
59867
tctibbs
MCP server for launching, inspecting, and interacting with Tkinter GUI applicat…
N/A N/A
59868
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
59869
webclaw Claim 1
Web extraction MCP server. Scrape, crawl, extract, summarize any URL to clean m…
N/A N/A 81
59870
g-digital-by-Garrigues
gocertius Claim
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
N/A N/A
59871
markwharton
Enables natural language time tracking through Claude with markdown file storag…
N/A N/A 95
59872
depurecoindustrialvacuums-boop
Remote MCP Server for industrial vacuum cleaner configuration. Query 150+ produ…
59873
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
59874
tokezooo
kinozal-mcp Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
N/A N/A
59875
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
59876
marek
kjjjj Claim
N/A N/A 95
59877
Habitium
A template for deploying unauthenticated Model Context Protocol servers to Clou…
81
59878
Flux-Point-Studios
Enables AI assistants to control Unreal Engine through a native C++ Automation …
N/A N/A
59879
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
59880
CSOAI-ORG
env-manager-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59881
renewly-dev
Renewly Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
59882
gabrielmahia
nyumba-mcp Claim
MCP server for Kenya housing — rental market guide, tenant rights, building per…
N/A N/A
59883
ChainBench
Live, reproducible crypto infrastructure benchmarks for AI agents: RPC latency,…
59884
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
59885 N/A N/A 95
59886
anymailfinder
mcp-server Claim 1
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
N/A N/A 83
59887
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
59888 N/A N/A 95
59889
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
59890
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
59891
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
59892
ham-zax
Satori Claim
Agent-safe code retrieval MCP server that indexes repositories and provides sem…
81
59893
Hari842-ai
Controls any WordPress site via natural language, offering tools for site healt…
59894
gautamdsrc
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
N/A N/A
59895
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
59896
DrEjazAhmed
14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
59897
rocnubie
Exposes the canonical 7-0 knowledge surface — game modes, roster picks, and sce…
59898
chris
smitheryfy Claim
N/A N/A 95
59899
gabrielmahia
afya-mcp Claim
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
N/A N/A
59900
key
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
81
Showing 59851–59900 of 59993 servers