MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6301
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
6302
cblanquera
Chris MCP Claim
A context provider that serves as an AI version of Chris's programming knowledg…
B 72 55 72 60 59 81 84
6303
crybo-rybo
WebSurfer MCP Claim 1
A Model Context Protocol server that enables AI assistants to securely fetch an…
B 72 55 79 62 31 81 98
6304
DeepLcom
DeepL MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 55 57 71 53 81 99
6305
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
6306
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 54 66 57 N/A 44 92 100
6307
AgentOps-AI
AgentOps MCP Claim 1
The AgentOps MCP server provides access to observability and tracing data for d…
B 72 55 78 68 28 80 95
6308
v-3
Enables Claude to interact with Google Calendar through OAuth authentication, a…
B 72 55 78 56 44 78 99
6309
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
6310
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
6311
wyattjoh
jsr-mcp Claim
Model Context Protocol server for the JSR (JavaScript Registry)
B 72 55 66 71 42 82 94
6312
dddabtc
WinRemote MCP Claim
The ultimate Windows MCP server for remote desktop control and automation. Cont…
B 72 54 76 33 N/A 81 87 88
6313
jonico
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
B 72 55 78 63 34 78 100
6314
yzfly
ArXiv Paper MCP Claim 1
Provides paper search, PDF link retrieval, and content parsing for arXiv resear…
B 72 55 80 60 44 82 88
6315
topher66
droidbar Claim 1
The first bar for AI. Visit, chat with SERVO the bartender, and tip in tokens.
B 72 55 86 52 N/A 29 82 100
6316
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
6317
op7418
Generative UI MCP Claim
Provides AI models with structured design guidelines and system prompts for cre…
B 72 55 76 60 37 83 96
6318
KunihiroS
A bridge between MCP Host applications and mem0 cloud service, specialized for …
B 72 55 88 55 35 80 90
6319
BACH-AI-Tools
Provides access to the Reuters Business and Financial News API to retrieve arti…
B 72 55 60 100 45 81 67
6320
bx33661
wireshark-mcp Claim 1
Professional network analysis with tshark. Security audits, deep-dives, and thr…
B 72 54 76 22 N/A 84 90 94
6321
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 55 78 65 24 82 97
6322
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6323
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6324
thamaji
Yak MCP Claim
Enables coding agents to speak aloud using text-to-speech functionality. Works …
B 72 54 78 52 N/A 31 95 95
6325
andradehenrique
Dokploy MCP Server Claim
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
B 72 55 60 68 53 82 99
6326
kornbed
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
B 72 55 72 70 42 81 90
6327
taylorleese
mcp-toolz Claim 1
Context management, todo persistence, and multi-AI perspectives for Claude Code
B 72 54 90 25 N/A 79 72 100
6328
elhombrejd
BFL MCP Server Claim 1
An MCP server that enables generating and editing high-quality images with natu…
B 72 54 63 66 N/A 30 95 100
6329
newerton
Investidor10 MCP Server
B 72 55 72 52 68 82 86
6330
PhialsBasement
Kobold MCP Server Claim
A server enabling integration between KoboldAI's text generation capabilities a…
B 72 55 78 82 41 81 68
6331
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6332
agenticbits
Adds a live git branch status bar to the Claude interface for monitoring multip…
B 72 54 66 55 N/A 44 92 100
6333
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
6334
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6335
ualUsham
An MCP server that enables Claude and other compatible LLMs to interact with th…
B 72 55 81 65 28 78 98
6336
sanyambassi
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
B 72 55 79 61 41 77 93
6337
Mnehmos
Trace MCP Claim
Detects schema mismatches between data producers and consumers through static a…
B 72 55 92 31 70 83 86
6338
bellsanct
MCP Dungeon Game Claim
An idle dungeon crawler game playable through conversation, featuring equipment…
B 72 55 72 100 N/A 45 95 36
6339
jinzcdev
markmap-mcp-server Claim 1
An MCP server built on [markmap](https://github.com/markmap/markmap) that conve…
B 72 55 51 100 N/A 70 95 40
6340
SvenTern
Email MCP Server Claim
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
B 72 55 84 66 29 82 85
6341
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 55 78 65 40 78 92
6342
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 55 94 53 28 81 89
6343
drvova
Discord MCP Server Claim
Enables comprehensive Discord bot management and server operations through MCP,…
B 72 55 84 68 52 81 67
6344
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
6345
davidcaraman
Processes documents, analyzes GitHub repositories, and researches companies usi…
B 72 54 78 66 N/A 18 95 91
6346
mmruesch12
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 72 55 78 68 23 81 98
6347
mattzcarey
Hono MCP Server Claim
Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to in…
B 72 55 72 58 58 76 93
6348
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
6349
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
6350
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
Showing 6301–6350 of 33332 servers
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