MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64901
Mireye-Labs
earth Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
— ○ ⏳ — — — — — —
64902
abdul-34
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
— ○ ⏳ — — — — — —
64903
Bert305
Enables exploratory data analysis and machine learning on CSV datasets with too…
— ○ ⏳ — N/A N/A — — —
64904
apizarrocotes
pptx Claim
— ○ ⏳ — N/A N/A — 95 —
64905
jhartum
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
— ○ ⏳ — — — — — —
64906
wyalei14-cell
Wraps NIUMA shop's session-based REST API into a remote MCP service for purchas…
— ○ ⏳ — — — — — —
64907
Potato-29
A simple note-taking MCP server that allows adding notes and summarizing them v…
— ○ ⏳ — N/A N/A — — —
64908
canopy-workshop
clermes-mcp Claim
Exposes a Clermes worker fleet as typed tools over HTTP and stdio, enabling a c…
— ○ ⏳ — N/A N/A — — —
64909
rnakashima1
A read-only MCP server that exposes articles and photos from Local News Matters…
— ○ ⏳ — — — — — —
64910
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
— ○ ⏳ — N/A N/A — — —
64911
vinmh
swiss-knife Claim
Provides MCP tools for common developer operations like file outlining, git com…
— ○ ⏳ — N/A N/A — — —
64912
michaelkrauty
mcp-notes Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
— ○ ⏳ — N/A N/A — — —
64913
code4history
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
— ○ ⏳ — — — — — —
64914
Thdahwache
A server that provides a comprehensive interface to the Komodo API, enabling ma…
— ○ ⏳ — — — — — —
64915
AngelZ-YT
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
— ○ ⏳ — N/A N/A — — —
64916
verymbuemo
Enables AI agents to manage Linear workspace resources such as issues, projects…
— ○ ⏳ — — — — — —
64917
qmed-asia
Qmed-AskCPG Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
— ○ ⏳ — — — — — —
64918
simpletoolsindia
Self-hosted MCP server with 83+ tools for AI workflows. Features 80%+ token red…
— ○ ⏳ — N/A N/A — — —
64919
friendlygeorge
MCP server for gRPC — service discovery via server reflection, method invocatio…
— ○ ⏳ — — — — — —
64920
MastadoonPrime
sylex-search Claim
Search engine for AI agents to discover products, services and businesses acros…
— ○ ⏳ — — — — — —
64921
zulfiqar90
Provides browser automation using Selenium WebDriver, enabling web navigation, …
— ○ ⏳ — N/A N/A — — —
64922
Winter279
gobox-mcp Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
— ○ ⏳ — — — — — —
64923
SemClone
mcp-semclone Claim
Enables LLMs to perform software composition analysis including license detecti…
— ○ ⏳ — N/A N/A — — —
64924
Skryvo
Skryvo Claim
Write and schedule social posts in your brand's voice on LinkedIn, X, Bluesky, …
— ○ ⏳ — — — — — —
64925
borghei
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
— ○ ⏳ — N/A N/A — 95 — HT
64926
nzwi263
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
— ○ ⏳ — — — — — —
64927
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
— ○ ⏳ — — — — 81 —
64928
velinussage
brand-gen Claim
A memory-backed brand generation runtime for agent-led creative iteration. Enab…
— ○ ⏳ — — — — — —
64929
aymandakir-gh
piu-copy-mcp Claim
GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — …
— ○ ⏳ — — — — — —
64930
peless
Automatically saves and restores project state when Claude threads hit token li…
— ○ ⏳ — N/A N/A — — —
64931
campfirein
A read-only MCP server for Umami analytics, enabling natural language queries o…
— ○ ⏳ — — — — — —
64932
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
— ○ ⏳ — N/A N/A — 95 —
64933
INSANE0777
FC 26 MCP Claim
Two MCP servers for EA SPORTS FC 26: one parses and edits squad files, another …
— ○ ⏳ — N/A N/A — — —
64934
gxtontata
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
— ○ ⏳ — N/A N/A — — —
64935
Porkbutts
Enables AI assistants to generate, manage, and download AI-generated videos usi…
— ○ ⏳ — — — — 81 —
64936
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
— ○ ⏳ — N/A N/A — — —
64937
harveyxiacn
Blender MCP Claim
Enables AI assistants to control Blender 3D software through natural language, …
— ○ ⏳ — N/A N/A — — —
64938
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
— ○ ⏳ — N/A N/A — — —
64939
vnglst
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
— ○ ⏳ — — — — — —
64940
Unaacceptable297
kali-mcp Claim
Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
— ○ ⏳ — N/A N/A — — —
64941
gull-9mgK
Suprdeck Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
— ○ ⏳ — — — — 81 —
64942
ricCap
Connects Claude to Sketch Engine for corpus linguistics and text analysis, enab…
— ○ ⏳ — — — — — —
64943
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
— ○ ⏳ — — — — — —
64944
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
— ○ ⏳ — — — — — —
64945
himanshusingh0905
Enables AI assistants to query SQL databases safely with read-only access, allo…
— ○ ⏳ — — — — — —
64946
coco-famihiro
Enables Claude Code to interact with Discord servers, including sending message…
— ○ ⏳ — N/A N/A — — —
64947
MingExzy
Enables natural language control of a Minecraft bot, allowing it to execute tas…
— ○ ⏳ — N/A N/A — — —
64948
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
— ○ ⏳ — — — — — —
64949
p0ki
Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks i…
— ○ ⏳ — N/A N/A — — —
64950
pipeworx-io
mcp-dailymed Claim
Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…
— ○ ⏳ — — — — — —
Showing 64901–64950 of 69007 servers