MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16751
emiliobool
MCP Relay Server Claim 1 2
This server allows integration with Discord, enabling message exchanges between…
F 25 54 60 61 N/A 17 90 91
16752
snowyegret23
UnityInfoMCP Claim 1
A runtime inspection and automation toolkit that enables MCP clients to interac…
F 25 54 66 45 N/A 69 87 86
16753
tranhuucanh
MCP ShellKeeper Claim 1 2
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
F 25 54 90 56 N/A 61 84 95
16754
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
16755
2geonhyup
DART-MCP Claim 1 3
An MCP server that enables Claude to perform financial analysis and visualizati…
F 25 54 33 41 N/A 26 89 74
16756
The-Nexus-Guard
aip-identity Claim 1 2
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
F 25 55 51 0 46 76 99
16757
MCPCat
mcpcat-typescript-sdk Claim 2
MCPcat is an analytics platform for MCP server owners 🐱.
F 25 54 96 43 N/A 83 90 94
16758
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
16759
VikashLoomba
copilot-mcp Claim 1
A VSCode extension that lets you find and install Agent Skills and MCP Apps to …
F 25 55 90 68 N/A 79 74 95
16760
epicweb-dev
A workshop repository teaching advanced Model Context Protocol features for bui…
F 25 66 84 68 0 40 78 97
16761
daltonnyx
Useful-mcps Claim 1
List of small useful mcp servers including: * docx\_replace: replace tag in wo…
F 25 55 96 65 33 77 87
16762
trilogy-group
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
F 25 54 66 25 N/A 23 90 98
16763
nystrawebdesign-source
browserless-mcp Claim 1 2
F 25 54 90 66 N/A 21 84 88
16764
btree1970
variant-ui Claim 1 3
MCP Server for faster development iteration
F 25 55 71 75 N/A 36 92 39
16765
JoshuaGreeff
A bridge for the Bitburner Remote API that enables AI models to interact with t…
F 25 54 86 43 N/A 37 90 100
16766
tianfn
Enables parsing and extraction of content from various document formats (PDF, W…
F 25 55 48 46 49 80 91
16767
chasesaurabh
mcp-page-capture Claim 1
MCP server that captures webpage screenshots, with viewport or full-page option…
F 25 54 90 73 N/A 81 89 87
16768
ahujasid
blender-mcp Claim 2 3
MCP server for working with Blender
F 25 54 51 36 N/A 56 84 98
16769
peancor
Moodle MCP Server Claim 1 3
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
F 25 55 63 68 51 80 93
16770
xiaotonng
lc2mcp Claim 1
Convert LangChain tools to FastMCP tools
F 25 54 86 70 N/A 63 89 90
16771
windopper
Takeoff. Claim 1
AI trend collect service
F 25 54 36 55 N/A 30 92 97
16772
akutishevsky
Monobank Claim 1 2
MCP server for Monobank API — currency rates, client info, and account statemen…
F 25 54 35 73 N/A 55 77 93
16773
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16774
olostep
olostep-mcp-server Claim 1
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch…
F 25 55 60 75 65 82 91
16775
markswendsen-code
Rover MCP Server Claim 1 2
Enables AI assistants to search for pet sitters, manage bookings, and handle pe…
F 25 54 90 72 N/A 30 89 98
16776
kukapay
pumpfun-wallets-mcp Claim 1 2
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
F 25 55 49 30 38 80 100
16777
dboconsultingllc
Remote MCP server running on Cloudflare Workers that creates PowerPoint present…
F 25 55 54 63 35 76 84
16778
symphonyno10
wholesale-mcp Claim 1 4
An MCP server that enables AI assistants to browse, analyze, and automate inter…
F 25 54 39 0 N/A 45 77 61
16779
dsfaccini
Siigo MCP Server Claim 1
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
F 25 55 78 35 47 77 88
16780
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 55 41 73 18 76 81
16781
xiaobenyang-com
DB-Mcp Claim 1
MCP Database Server is a service that provides secure database access for AI as…
F 25 66 72 65 0 50 74
16782
xiaobenyang-com
Hot-News Claim 2
One-stop aggregation service of hot trends across the entire network based on t…
F 25 55 72 67 N/A 50 74 12
16783
findmine
An MCP server that integrates FindMine's product styling and outfit recommendat…
F 25 55 77 65 44 78 90
16784
iamjzx
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
F 25 55 66 67 28 76 65
16785
quiloos39
anyapi-mcp-server Claim 1
A universal MCP server that connects any REST API to AI assistants via OpenAPI …
F 25 55 94 73 47 80 87
16786
yooumuu
Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTub…
F 25 55 66 0 71 76 98
16787
joytorm
Enables the creation and management of local business websites through MCP-comp…
F 25 55 94 58 48 80 100
16788
AIDC-AI
Pixelle-MCP Claim 1
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
F 25 54 90 38 N/A 57 89 97
16789
shinzo-labs
CoinMarketCap MCP Claim 1
Access the complete CoinMarketCap API with 20+ basic endpoints and 50+ total, i…
F 25 55 74 82 N/A 79 80 90
16790
sumitvairagar
Simple MCP Server Claim 1 2
A TypeScript starter template for building MCP servers with example tools (echo…
F 25 54 78 51 N/A 26 90 96
16791
andrewpetecoleman-cloud
agentmemo-mcp Claim 2
Persistent memory and human approval for any AI agent. Give your AI agents the…
F 25 55 90 0 32 74 97
16792
kongyo2
eve-online-mcp Claim 1
このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI(EVE Swagger Interfac…
F 25 55 76 72 47 78 100
16793
poof-bg
Enables AI assistants to remove backgrounds from images using the Poof API via …
F 25 66 92 80 100 33 80 96
16794
AgentPact
ClawPact MCP Server Claim 1
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
F 25 55 72 0 32 71 97
16795
CommonSenseMachines
Blender MCP Claim 2
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
F 25 54 74 33 N/A 54 87 96
16796
mirecekd
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
F 25 55 61 43 52 82 95
16797
senseisven
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
F 25 55 96 63 46 77 99
16798
hellocoop
admin-mcp Claim 1
Model Context Protocol (MCP) for Hellō Admin API.
F 25 66 92 86 100 59 82 89
16799
xiaobenyang-com
Generate-Echarts Claim 2
MCP ECharts is a dynamic chart generation and data analysis tool based on Apach…
F 25 55 72 65 N/A 50 71 71
16800
paracetamol951
P-Link-MCP Claim 1 2
Implementation of HTTP 402 (payment required http code) relying on Solana
F 25 66 90 100 91 51 74 88
Showing 16751–16800 of 33790 servers
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