MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15651
sentien-labs
verdictswarm-mcp ⚡ Claim 1
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
F 30 6⁄6 ◉ ⏳ 72 43 0 73 82 88
15652
Tght1211
http-4-mcp Claim 1
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
F 30 5⁄5 ◉ ⏳ 78 58 — 33 76 87
15653
ozgurozkan123
MCP Smuggler Claim 1
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
F 30 5⁄5 ◉ ⏳ 54 22 — 25 80 91
15654
DiscreteTom
Mock MCP Server ⚡ Claim 1
A mock MCP server for testing MCP client implementations and development workfl…
F 30 5⁄5 ◉ ⏳ 66 17 — 61 82 98
15655
FiveOhhWon
workflows-mcp ⚡ Claim 1
A Model Context Protocol implementation that enables LLMs to execute complex, m…
F 30 5⁄5 ◉ ⏳ 72 58 — 56 80 93
15656
hwyang93
A humorous MCP server that provides AI agents with "break tools" like taking ba…
F 30 5⁄4 ◉ ⏳ 54 25 N/A 21 89 54
15657
orangebread
SpecLinter MCP ⚡ Claim 1 2
An AI-powered tool that transforms natural language specifications into structu…
F 30 6⁄6 ◉ ⏳ 96 100 95 37 76 95
15658
StoyPenny
Telegram MCP Server ⚡ Claim 1
Enables AI assistants to interact with users via Telegram to request decisions,…
F 30 5⁄5 ◉ ⏳ 66 43 — 22 80 93
15659
EBonura
PICO-8 MCP Server ⚡ Claim 1 2
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
F 30 5⁄4 ◉ ⏳ 75 53 N/A 32 87 100
15660
dojoengine
Sensei MCP ⚡ Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 5⁄5 ◉ ⏳ 57 33 — 51 80 54
15661
pimisael
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
F 30 5⁄5 ◉ ⏳ 72 35 — 45 74 64
15662
anoochit
UIKit MCP Server ⚡ Claim 1 2
A Model Context Protocol server that provides Flutter UI templates for developm…
F 30 5⁄4 ◉ ⏳ 47 27 N/A 47 90 100
15663
alexanderop
mcp-server-starter-ts ⚡ Claim 1 2
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
F 30 5⁄5 ◉ ⏳ 72 100 N/A 48 90 45
15664
emekaokoye
RDF Explorer Claim 1
The Model Context Protocol (MCP) server provides a conversational interface for…
F 30 5⁄5 ◉ ⏳ 72 33 — 42 76 99
15665
FundFluent
Provides access to FluentLab's funding database, enabling users to search for f…
F 30 5⁄5 ◉ ⏳ 78 73 — 31 80 91
15666
zamb124
Yango Tech MCP Server ⚡ Claim 1
A server that enables seamless integration with Yango Tech e-commerce platform …
F 30 5⁄5 ◉ ⏳ 48 46 — 43 78 100
15667
Frankietime
MCP Server Template ⚡ Claim 1
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
F 30 5⁄4 ◉ ⏳ 84 0 N/A 32 89 91
15668
markswendsen-code
Lemonade MCP Server ⚡ Claim 1 2
Enables AI assistants to interact with Lemonade's insurance services for renter…
F 30 5⁄4 ◉ ⏳ 100 60 N/A 30 90 90
15669
lastmile-ai
mcp-agent ⚡ Claim 1
Build effective agents using Model Context Protocol and simple workflow patterns
F 30 6⁄6 ◉ ⏳ 96 100 94 89 76 97
15670
sharavanask
Enables AI-powered Amazon product searches and recommendations by integrating t…
F 30 5⁄5 ◉ ⏳ 72 42 — 23 69 60
15671
PetitBaguette
play-sound-mcp-server ⚡ Claim 1 2
An MCP server that plays local sound files on macOS using the afplay command, a…
F 30 5⁄4 ◉ ⏳ 41 22 N/A 28 82 23
15672
Finanzgoblin
spectra-mcp-server Claim 1 2
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains
F 30 5⁄4 ◉ ⏳ 66 35 N/A 61 90 63
15673
StanleyFishman
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
F 30 5⁄5 ◉ ⏳ 54 63 — 28 78 80
15674
w36zl
Provides access to the Netherlands National Archive collections through OAI-PMH…
F 30 5⁄5 ◉ ⏳ 62 62 — 25 77 87
15675
marianfoo
mcp-sap-docs ⚡ Claim 1
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with B…
F 30 5⁄4 ◉ ⏳ 84 30 N/A 66 90 93
15676
Gorav22
TerminusAI Claim 1
Execute terminal commands locally or remotely via SSH with session persistence …
F 30 5⁄4 ◉ ⏳ 94 57 N/A 48 82 91
15677
kevinwatt
YouTube MCP Server ⚡ Claim 1 2
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
F 30 5⁄4 ◉ ⏳ 90 41 N/A 79 90 91
15678
tanaikech
ToolsForMCPServer ⚡ Claim 1
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
F 30 6⁄4 ◉ ⏳ 94 41 0 60 85 90
15679
Kartha-AI
AgentCare Claim 1 2
An MCP server that provides healthcare tools for interacting with FHIR data and…
F 30 5⁄5 ◉ ⏳ 47 35 — 50 80 92
15680
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
F 30 5⁄4 ◉ ⏳ 84 57 N/A 65 88 99
15681
bash20cu
A comprehensive MCP implementation designed for fullstack development that enab…
F 30 5⁄4 ◉ ⏳ 60 46 N/A 32 82 98
15682
h3ro-dev
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
F 30 5⁄5 ◉ ⏳ 100 71 — 45 80 90
15683
eka-care
Eka MCP Server ⚡ Claim 1
Provides access to Indian healthcare knowledge bases including 500,000+ branded…
F 30 5⁄5 ◉ ⏳ 78 67 — 65 76 94
15684
epicsagas
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
F 30 5⁄4 ◉ ⏳ 54 58 N/A 41 87 97
15685
identimoji
Maintains consistent LLM interaction styles across conversations by storing emo…
F 30 5⁄5 ◉ ⏳ 96 71 — 47 77 96
15686
agree-able
Room MCP ⚡ Claim 1
A command-line tool that enables the use of MCP with the Room protocol, allowin…
F 30 5⁄5 ◉ ⏳ 66 57 — 58 76 94
15687
gerkensm
callcenter.js-mcp Claim 1 2
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
F 30 5⁄5 ◉ ⏳ 85 72 — 44 80 88
15688
irahardianto
Enables AI coding assistants to search and retrieve information from a locally …
F 30 5⁄4 ◉ ⏳ 90 33 N/A 55 92 98
15689
luc-me
LTspice MCP Server ⚡ Claim 1
This server enables LLMs to design, simulate, and debug electronic circuits usi…
F 30 5⁄4 ◉ ⏳ 36 31 N/A 23 87 90
15690
cateland
Todo MCP Server ⚡ Claim 1
A robust Model Context Protocol server for managing todos with capabilities for…
F 30 5⁄5 ◉ ⏳ 72 60 — 47 80 74
15691
manascb1344
A Model Context Protocol server that enables high-quality image generation usin…
F 30 5⁄5 ◉ ⏳ 75 68 — 44 76 99
15692
chrisbrickey
greenroom Claim 1
An entertainment recommender MCP server that integrates with TMDB to help agent…
F 30 5⁄5 ◉ ⏳ 90 51 — 32 77 97
15693
chromewillow
MCP Forge ⚡ Claim 1
A tool that generates MCP servers for Smithery with Cursor IDE integration, all…
F 30 5⁄4 ◉ ⏳ 60 66 N/A 33 87 95
15694
JayLi52
nacos-mcp-router ⚡ Claim 1
F 30 5⁄4 ◉ ⏳ 84 38 N/A 39 87 71
15695
fayazara
docs-to-mcp ⚡ Claim 1
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
F 30 5⁄5 ◉ ⏳ 60 61 — 30 80 94
15696
lirantal
An MCP Server for Node.js API documentation
F 30 5⁄5 ◉ ⏳ 77 60 — 83 80 96
15697
m2ai-mcp-servers
mcp-christensen ⚡ Claim 1 3
Clayton Christensen persona agent for strategic advisory using disruption theory
F 30 5⁄5 ◉ ⏳ 90 82 N/A 55 90 45
15698
mattjoyce
Enable AI assistants to conduct structured, persona-driven sessions including i…
F 30 5⁄4 ◉ ⏳ 72 36 N/A 45 90 99
15699
palolxx
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
F 30 5⁄5 ◉ ⏳ 94 58 — 21 78 95
15700
HireTechUpUp
MCP Server for NovaCV ⚡ Claim 1 2
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
F 30 5⁄5 ◉ ⏳ 33 71 — 25 78 91
Showing 15651–15700 of 69153 servers
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