MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50051
Bipin-24
docs-mcp Claim
Enables querying Actian product documentation, GA4 content analytics, and Jenki…
— ○ ⏳ — N/A N/A — — —
50052
justomsharma
An MCP server that connects Claude to your real GitHub activity and tells you w…
— ○ ⏳ — N/A N/A — — —
50053
sujithpvarghese
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
— ○ ⏳ — — — — — —
50054
benomahony
Jira CLI MCP Claim
A Model Context Protocol (MCP) server that wraps the Jira CLI tool, exposing Ji…
— ○ ⏳ — N/A N/A — — —
50055
madev
Enables AI assistants to access DotVVM UI control documentation, including list…
— ○ ⏳ — N/A N/A — — —
50056
cyanheads
Look up genes, fetch sequences, predict variant consequences, find orthologs an…
— ○ ⏳ — — — — — —
50057
acidkeyxyz
Generates random passwords with configurable character sets (all, alpha, number…
— ○ ⏳ — — — — — —
50058
arturayupov
Provides AI agents with access to a structured compliance dataset covering priv…
— ○ ⏳ — — — — — —
50059
shahriarshm
planchette Claim
Enables coding agents to control other application windows by providing primiti…
— ○ ⏳ — N/A N/A — — —
50060
kip-d
Enables AI assistants to read and write to OmniFocus database, allowing natural…
— ○ ⏳ — N/A N/A — — —
50061
schwarztim
stash-mcp Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
— ○ ⏳ — — — — — —
50062
jobsonlook
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
— ○ ⏳ — — — — — —
50063
marmelab
MCP server for Atomic CRM that enables agents to read and write CRM data via SQ…
— ○ ⏳ — — — — — —
50064
vlln
Extracts figures and tables from PDF documents via a FastAPI service, wrapping …
— ○ ⏳ — — — — — —
50065
syunnrai123
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
— ○ ⏳ — N/A N/A — — —
50066
surajinacademia
Enables AI assistants to perform cell segmentation through natural language com…
— ○ ⏳ — N/A N/A — — —
50067
MakarGlavanar
Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
— ○ ⏳ — — — — — —
50068
MarcoPorcellato
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
— ○ ⏳ — N/A N/A — — —
50069
hkopenai
Provides access to Hong Kong food data, including wholesale food prices, throug…
— ○ ⏳ — — — — — —
50070
YangHang0210
Interactive feedback server for AI-assisted development with Web UI and desktop…
— ○ ⏳ — N/A N/A — — —
50071
cruzleedan
MCP server providing CRUD operations for timesheet management via REST API endp…
— ○ ⏳ — — — — — —
50072
nyx-builds
agent-budget Claim
Budget management and cost tracking MCP server for autonomous agents, enabling …
— ○ ⏳ — N/A N/A — — —
50073
ForeverTools
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
— ○ ⏳ — N/A N/A — — —
50074
akunone
cc-mvp Claim
A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefa…
— ○ ⏳ — N/A N/A — — —
50075
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
— ○ ⏳ — — — — 81 —
50076
nijosmsft
etw-mcp Claim
Enables AI assistants to analyze Windows WPR/ETW traces (.etl files) using natu…
— ○ ⏳ — N/A N/A — — —
50077
freeplayai
freeplay-mcp Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
— ○ ⏳ — — — — — —
50078
codewithkate
An MCP server for AI-agent web scraping that enforces robots.txt compliance and…
— ○ ⏳ — — — — — —
50079
chenjunwei1230-dotcom
Lets AI assistants analyze and organize local directories by file type, with dr…
— ○ ⏳ — N/A N/A — — —
50080
Vis-3
Athena Claim
A local academic research assistant that indexes PDFs into a searchable vector …
— ○ ⏳ — N/A N/A — — —
50081
huber
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
— ○ ⏳ — — — — — —
50082
benmilne-com
benmilne Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
— ○ ⏳ — — — — — —
50083
AgentsKit-io
Discover open-source AI agents and get source-owned installation instructions t…
— ○ ⏳ — — — — — —
50084
Nith567
Enables gasless token swaps across multiple chains using OKX DEX aggregation an…
— ○ ⏳ — N/A N/A — — —
50085
1shanra1
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
— ○ ⏳ — N/A N/A — — —
50086
lxxmng
SchedulesMCP Claim
Enables comparing ocean carrier sailing schedules, transit times, and on-time r…
— ○ ⏳ — — — — — —
50087
Lotargo
MCP-NG Claim
A high-performance Go-based MCP server that provides a microservice architectur…
— ○ ⏳ — — — — 81 —
50088
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
— ○ — N/A N/A — 81 —
50089
m0siq
Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural event…
— ○ ⏳ — — — — — —
50090
Amanbig
mcpify Claim
Turn any REST API into an MCP server in one command. Point mcpify at an OpenAPI…
— ○ ⏳ — N/A N/A — — —
50091
solitraderbusiness
tsetmc-mcp Claim
An MCP server that provides live Tehran Stock Exchange data, including quotes, …
— ○ ⏳ — N/A N/A — — —
50092
MandarGavali
Enables external AI clients to query and interact with a personal knowledge ass…
— ○ ⏳ — N/A N/A — — —
50093
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
— ○ ⏳ — — — — — —
50094
julehalim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
— ○ ⏳ — N/A N/A — 95 —
50095
ZubeidHendricks
Interact with YouTube to search videos, get details, and manage transcripts.
— ○ ⏳ — N/A N/A — 95 —
50096
matamong
memmd-mcp Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
— ○ ⏳ — N/A N/A — — —
50097
noritaka88ta
Enables delegation of work to AI agents with cryptographic verification and tok…
— ○ ⏳ — N/A N/A — — —
50098
shahabmosavi
GitLab MCP Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
— ○ ⏳ — — — — — —
50099
mcccsm
Enables AI agents to discover x402 payment services and query on-chain-verified…
— ○ ⏳ — — — — — —
50100
louagej
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
— ○ ⏳ — N/A N/A — — —
Showing 50051–50100 of 69199 servers