MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43001
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
— ○ ⏳ — N/A N/A — — —
43002
KobiHaz
An MCP server that connects to Telegram as your real user account and exposes r…
— ○ ⏳ — N/A N/A — — —
43003
crithitstudio
Fetches Hypixel SkyBlock data including profiles, economy, and progression, ret…
— ○ ⏳ — — — — — —
43004
helloNice
Enables AI agents to execute commands on remote servers via SSH with dynamic ho…
— ○ ⏳ — — — — — —
43005
torinvdb
kanka-mcp Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
— ○ ⏳ — — — — — —
43006
avfrancev
Enables searching and retrieving job listings from a Supabase database (h.caree…
— ○ ⏳ — — — — — —
43007
C9Boom7
Guides correct disposal methods for confusing household waste items. Provides t…
— ○ ⏳ — — — — — —
43008
abtpst
Enables storage and semantic search of facts, and interactive 3D visualization …
— ○ ⏳ — N/A N/A — — —
43009
easyspace
spotify-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
43010
buvaneswaraneb
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
— ○ ⏳ — N/A N/A — — —
43011
tmatussiere
ecair-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
43012
anthonyd23
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
— ○ ⏳ — — — — — —
43013
M-Kampmann
Enables comprehensive Trello integration via MCP, supporting boards, lists, car…
— ○ ⏳ — N/A N/A — — —
43014
TerraCo89
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
— ○ ⏳ — — — — — —
43015
us-all
A read-only MCP server that exposes dbt project artifacts and data quality resu…
— ○ ⏳ — N/A N/A — — —
43016
igun997
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
— ○ ⏳ — N/A N/A — — —
43017
Stockfish MCP Claim 1
A Stockfish MCP server to allow an LLM to play chess against Stockfish
— ○ — N/A N/A — 81 —
43018
xalantis-hub
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
— ○ ⏳ — N/A N/A — — —
43019
bannert1337
Enables AI assistants to manage a Grimmory book library through 53 specialized …
— ○ ⏳ — — — — — —
43020
sundai-club
An MCP server that enables AI agents to engage in structured deep thinking and …
— ○ ⏳ — N/A N/A — — —
43021
joelong01
Enables AI assistants to generate sequence diagrams from textual descriptions u…
— ○ ⏳ — N/A N/A — — —
43022
Pangu-Immortal
qflow Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
— ○ ⏳ — N/A N/A — — —
43023
xiaqijun
AF_MCP Claim
Enables automated device blocking and unblocking operations with authentication…
— ○ ⏳ — N/A N/A — — —
43024
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
— ○ ⏳ — N/A N/A — — —
43025
pauliowest
Enables management of email campaigns, subscribers, lists, segments, journeys, …
— ○ ⏳ — — — — — —
43026
dinhogehm
nuria-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
43027
Ham12-3
A TradingView-style market research and charting MCP server that provides tools…
— ○ ⏳ — — — — — —
43028
Ale007XD
nano-vm-mcp Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
— ○ ⏳ — — — — — —
43029
guillaumehussong
Enables querying El Salvador's public procurement data, including awarded proce…
— ○ ⏳ — — — — — —
43030
1vecera
A Confluence MCP server optimized for AI agents, enabling surgical section edit…
— ○ ⏳ — — — — — —
43031
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
— ○ ⏳ — N/A N/A — — —
43032
mchosc
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
— ○ ⏳ — N/A N/A — — —
43033
AlexlaGuardia
Vigil Claim
MCPWatch: observability for MCP servers. One line instruments any Python MCP se…
— ○ ⏳ — — — — — —
43034
Headdao
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
— ○ ⏳ — — — — — —
43035
tristandistretti
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
— ○ ⏳ — N/A N/A — — —
43036
LucasAllmaBI
Allows programmatic management of a Dify instance, including listing and creati…
— ○ ⏳ — — — — — —
43037
RealAlexandreAI
A MCP server that collects interactive user feedback during AI-assisted develop…
— ○ ⏳ — — — — — —
43038
codewithcheese
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
— ○ ⏳ — N/A N/A — — —
43039
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
— ○ ⏳ — N/A N/A — 95 —
43040
alien-lifestyles
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
— ○ ⏳ — — — — — —
43041
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
— ○ ⏳ — — — — — —
43042
nadimtuhin
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
— ○ ⏳ — N/A N/A — — —
43043
GongRzhe
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
— ○ ⏳ — N/A N/A — — —
43044
seabearDEV
Reverie Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
— ○ ⏳ — N/A N/A — — —
43045
Neksi11
Provides AI-powered, context-aware development guidance with tools for coding r…
— ○ ⏳ — N/A N/A — — —
43046
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
— ○ ⏳ — — — — — —
43047
Kouki-odaka
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
— ○ ⏳ — — — — — —
43048
Ragazzoforte
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
— ○ ⏳ — — — — — —
43049
whathebronte
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
— ○ ⏳ — — — — — —
43050
verifizieren
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
— ○ ⏳ — N/A N/A — — —
Showing 43001–43050 of 69313 servers
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