MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44601
alexnelja
MCP Toolkit Claim
A unified MCP server that provides tools for UI/UX design intelligence, command…
N/A N/A
44602
montyanderson
MCP server for managing Transmission BitTorrent client. Provides tools to add, …
44603
K-ulucay
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
N/A N/A
44604
Seetharam1999
Enables triggering Jenkins builds from IDEs with Slack notifications, requiring…
44605
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
44606
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
44607
tamiratias93-gif
MCP server that lets Claude control Google Gemini Omni video generation via a b…
N/A N/A
44608
ColOfAbRiX
Blueprint Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
N/A N/A
44609
satish-kori-27
Enables AI assistants to interact with PostgreSQL databases through natural lan…
44610
RutvikPansare
Reqly Claim
API client with an MCP server. Your agent builds collections from your codebase…
N/A N/A
44611
SproitNET
mcp-abap-adt Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
44612
Isco0819
vault-mcp Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
N/A N/A
44613
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
44614
evo-hydra
Enables AI agents to map cross-repository dependencies, detect breaking changes…
N/A N/A
44615
vivier
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
44616
landedjobs
Search AI-native jobs, prepare applications, and study for interviews — from an…
44617
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
44618
knakit
Connect Claude to your IFS Cloud instance and interact with your ERP through na…
N/A N/A
44619
bearded-giant
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
44620
foxter-io
mcp-mysql Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
44621
sonzin
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
44622
Hassenamri005
mix_server Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
N/A N/A
44623
MakiDevelop
mdMCP Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
N/A N/A
44624
org-mobicycle
MCP server for posting and managing LinkedIn content, supporting personal and c…
44625
0215AndrewFeng
ACE-MCP Claim
Enables AI clients to perform local code search, indexing, and analysis across …
N/A N/A
44626
misaelvillaverde
Enables an LLM to care for a virtual pet with actions like feeding, playing, an…
N/A N/A
44627
vichhka-git
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
N/A N/A
44628
loryanstrant
CaddyUI MCP Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
44629
robbintech2019
FinSage MCP Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
N/A N/A
44630
adiezsuzy
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
N/A N/A
44631
u-akira
toio-mcp Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
N/A N/A
44632
loickaczmarek
mcp-weather Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
44633
mhart
Enables semantic search over documentation stored in a Vectorize database using…
N/A N/A
44634
lrferr
Enables monitoring and administration of MySQL databases through natural langua…
44635
iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
N/A N/A
44636
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
44637
Abhiroy17
Enables AI assistants to interact with locally running TradingView Desktop for …
N/A N/A
44638
xdqi
jinaju Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
44639
noir-lang
MCP server for Noir development that clones and searches Noir documentation, st…
N/A N/A
44640
FBlake28
A custom MCP server that cleans up raw notes into properly formatted, cross-lin…
N/A N/A
44641
YaBoom
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
N/A N/A
44642
kedoupi
Enables AI tools to search, create, update, and manage YApi API interfaces, pro…
44643
rijul170
Enables AI-powered security operations through natural language, managing endpo…
44644
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
81
44645
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
44646
Masterplanner25
Exposes the Nodus orchestration runtime as MCP tools for memory management, goa…
44647
DeepCogNeural
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
44648
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
44649
Deepankar1993
A high-performance MCP server for Trello integration with 97% token reduction t…
N/A N/A
44650
tjamescouch
Provides persistent memory for AgentChat agents with swim-lane summarization an…
N/A N/A
Showing 44601–44650 of 66518 servers
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