MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36101 N/A N/A 95
36102
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
N/A N/A
36103
jyswee
appoiint Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
36104
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
36105
ObadiahF
MCP server that provides access to Grand Canyon University's Halo LMS, enabling…
36106
yukkit
Production-grade MCP server that enables AI assistants to execute code securely…
36107
6551Team
Enables AI assistants to fetch news categories and hot news/tweets across vario…
36108
ronkoch2-code
A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
N/A N/A
36109
edurodelg
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
N/A N/A
36110
CSOAI-ORG
MCP server wrapping RSPCA Assured farmed trout (2025.07) and salmon (2024.05) w…
N/A N/A
36111
Jluethke
A unified MCP server for marketing analytics and management across Google Ads, …
36112
rickycm
MCP server for YouTube video summarization via Whisper transcription, enabling …
N/A N/A
36113
japan4415
MCP server for searching Flesh and Blood TCG cards, retrieving print variations…
36114
soapboxbuild
Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
36115
fastmcp-me
Enables browser automation through MCP clients like Claude or Cursor, using the…
N/A N/A
36116
anhtuan2td
Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
N/A N/A
36117
Oumeima-IbnElfekih
Enables AI agents to search HR policies, create IT support tickets, and send ex…
36118
yespark
Enables AI assistants to interact with Metabase by providing access to dashboar…
81
36119
dtrywets
Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interacti…
N/A N/A
36120
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
36121
madaoQ
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
36122
cognis-digital
Adversa Claim
LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
N/A N/A
36123
TingdeLiu
quant.ai Claim
MCP server for US stock quant research that provides explainable ratings, suppo…
N/A N/A
36124
cyanheads
FCC broadband availability, coverage analysis, and digital divide data for US g…
36125
ispyridis
MCP server for searching and retrieving Greek academic documents, theses, artic…
36126
DanMeon
hatchet-mcp Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
N/A N/A
36127
airsulG
sora-mcp Claim
MCP server for generating videos using OpenAI Sora model via api.tu-zi.com, ena…
36128
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
N/A N/A
36129
chrischall
gemini-mcp Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
N/A N/A
36130
jsoares
baselight Claim
N/A N/A 95
36131
j03rul4nd
Generates professional invoices from Claude Desktop using RapidInvoice and stor…
36132
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and re…
N/A N/A
36133
greerso
upwork-mcp Claim
MCP server for the Upwork GraphQL API enabling job search, contract management,…
36134
thecleanupcrew
Captures comprehensive context about development issues and facilitates human a…
N/A N/A
36135
sungjin-ahn-dev
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
N/A N/A
36136
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
36137
cyanheads
Convert currencies, get FX rates, and query historical ECB exchange rate data.
36138
vinkius-labs
Enables AI agents to accurately parse, format, and convert time durations and m…
36139
3mzKK
A tuned filesystem MCP server for Codex-style development, offering fast file o…
N/A N/A
36140
sina-haseli
openwrt-mcp Claim
Provides full administrative control of OpenWRT routers via SSH, with a preview…
N/A N/A
36141
widgetstools
A local MCP server that scaffolds new React or Angular apps preloaded with the …
N/A N/A
36142
groundcobra009
Enables AI assistants to directly access and analyze Strava activity data, incl…
N/A N/A
36143
Intuition-Lab
Persome Claim
Local-first personal memory and model server for trusted MCP agents on macOS.
N/A N/A
36144
Yveshby27
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
N/A N/A
36145
6missedcalls
An MCP server that enables AI-driven on-chain interactions with the Zora Protoc…
36146
Stefan0x03
Conduit Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
36147
agentience
Provides component information, usage guidelines, and code generation for AWS C…
36148
jeanchristophe13v
Enables Claude Code to run OpenAI Codex (GPT-5) tasks asynchronously in the bac…
N/A N/A
36149
tcconnally
perseus Claim
Compile-before-context MCP server with 13 tools. Pre-resolves workspace state (…
36150
w-10-m
notion-mcp Claim
MCP server with 23 tools for full Notion integration, enabling database, page, …
N/A N/A
Showing 36101–36150 of 66549 servers
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