MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3601
rhdeck
Checks username availability and retrieves account information across major soc…
B 76 55 90 58 44 82 100
3602
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3603
punkpeye
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
B 76 55 72 100 N/A 65 95 40
3604
Kruglyak
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 76 55 78 100 53 81 57
3605
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3606
TommyBez
A server that enables querying the dbt Semantic Layer through natural language …
B 76 55 84 70 40 81 94
3607
iExecBlockchainComputing
iExec MCP Server Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 54 75 68 N/A 55 87 92
3608
joemccann
xAI MCP Server Claim 1
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
B 76 55 100 100 30 81 44
3609
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3610
rog0x
config Claim
JSON, YAML, TOML, INI config tools for AI agents
B 76 44 72 N/A N/A 40 95 90
3611
neiltron
An MCP server that allows users to query and analyze their Apple Health data us…
B 76 54 79 60 N/A 48 95 92
3612
alioshr
memory-bank-mcp Claim
A Model Context Protocol (MCP) server implementation for remote memory bank man…
B 76 55 70 100 N/A 52 95 53
3613
shibing624
Enables execution of Python code in a safe environment, including running scrip…
B 76 55 66 82 48 81 98
3614
pkt-lab
mcp-bitbake Claim
A deterministic MCP server for BitBake and Yocto that allows users to search, s…
B 76 55 90 75 N/A 30 95 75
3615
DeusData
Persistent codebase knowledge graph. Survives session restarts and context comp…
B 76 54 90 25 N/A 83 95 90
3616
es6kr
Claude Code Session Manager
B 76 54 90 51 N/A 37 92 100
3617
elvismdev
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
B 76 55 96 36 N/A 79 78 92
3618
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3619
DIMO-Network
Enables AI assistants to access vehicle data from the DIMO Network, including q…
B 76 55 84 72 46 81 91
3620
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3621
theonlineeccentric-cell
A basic example MCP server deployed as a Netlify serverless function using Expr…
B 76 66 78 75 85 32 81 94
3622
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3623
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3624
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3625
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 55 94 100 43 81 42
3626
billlzzz10
notion-mcp-server Claim
B 76 54 66 66 N/A 67 95 89
3627
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3628
addozhang
nexus Claim
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
B 76 54 88 71 N/A 29 83 94
3629
MubarakHAlketbi
Game Asset Generator Claim 1
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
B 76 55 81 65 48 81 100
3630
Vergil333
Enables AI assistants to search and browse Jira Service Management Assets data …
B 76 55 94 73 21 81 92
3631
shenchensucc
Chen's AI Copy Claim
A personal digital twin MCP server that manages professional context, including…
B 76 54 90 56 N/A 35 90 99
3632
muammar-yacoob
Unity MCP Claim
Provides real-time control of Unity Editor through natural language commands. E…
B 76 54 66 58 N/A 67 95 96
3633
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3634
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3635
aliyun
A Model Context Protocol server that enables large language models to access da…
B 76 55 55 100 72 81 71
3636
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3637
eficode
Connects Agileday's competence and employee data with LLMs, enabling natural la…
B 76 55 86 63 43 81 99
3638
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 55 72 82 N/A 63 95 62
3639
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3640
designly1
MCPMem Claim
Enables AI assistants to store and retrieve memories with semantic search capab…
B 76 55 94 51 44 81 100
3641
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3642
portel-dev
Photon MCP Server Claim 1
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
B 76 54 96 46 92 87 62
3643
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3644
andrewlwn77
Kie.ai MCP Server Claim
Enables AI-powered image generation and editing with Nano Banana, plus professi…
B 76 55 78 70 43 81 99
3645
sheshbabu
zen Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
B 76 55 94 38 N/A 64 82 100
3646
Beerspitnight
MCP server for Spotify playlist curation and management. 18 tools for song anal…
B 76 54 79 47 N/A 57 95 100
3647
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3648 B 76 54 74 70 N/A 31 95 99
3649
x42en
sysplant Claim
Generates syscall code (C, C++, Rust, NIM) using various hooking methods, and i…
B 76 54 82 33 82 91 97 NI
3650
vespo92
OPNSenseMCP Claim 1
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natura…
B 76 54 77 38 N/A 92 91 92
Showing 3601–3650 of 45235 servers
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