MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5651
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5652
talzach
mcp-angular-cli Claim
mcp-angular-cli
B 73 54 86 58 N/A 47 82 87
5653
uniquename
BVG MCP Server Claim 1
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
B 73 55 73 65 50 81 92
5654
PamithWelikala123
XAPIHub MCP Extension Claim 1
Integrates XAPIHub API services with the Cursor IDE to enable user authenticati…
B 73 55 84 68 21 80 100
5655
microsoft
GenAIScript Claim
GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LL…
B 73 55 86 62 87 80 51
5656
icoretech
airbroke Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
B 73 54 60 37 N/A 88 92 100
5657
vessel-api
vesselapi-mcp Claim 1
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
B 73 54 55 55 73 95 93
5658
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5659
bernerspace
Bernerspace Claim
A unified MCP server that provides OAuth-enabled integrations for multiple serv…
B 73 55 66 71 44 81 99
5660
aml25
Enables AI assistants to search and retrieve executive orders, presidential doc…
B 73 55 82 58 44 81 94
5661
AdityaRapid
Enables AI assistants to interact with Strapi CMS instances through REST API op…
B 73 55 84 57 47 81 91
5662
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 54 78 62 N/A 19 95 96
5663
Dhavaleswar
Explore MCP Claim
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
B 73 54 72 62 N/A 29 95 100
5664
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5665
seo-rii
oxlint-mcp Claim 1
An MCP server that integrates the high-performance Oxlint linter into AI-powere…
B 73 54 65 58 N/A 61 89 94
5666
dyeoman2
A production-ready template for building Model Context Protocol servers with Cl…
B 73 55 66 67 48 80 100
5667
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5668
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5669
JamesANZ
bitcoin-mcp Claim 1
An MCP server that enables AI models to query the Bitcoin blockchain.
B 73 54 51 68 N/A 51 94 100
5670
Y5ive9ine
DICOM MCP Server Claim
Enables AI assistants to query, read, download, and move medical imaging data o…
B 73 55 88 45 45 81 99
5671
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 54 78 55 N/A 29 95 96
5672
swen128
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
B 73 55 90 60 27 82 93
5673
victor-velazquez-ai
A production-ready framework for building enterprise-grade MCP servers featurin…
B 73 54 84 43 N/A 47 94 90
5674
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 55 74 40 N/A 82 82 96
5675
aberemia24
Universal MCP server for executing TypeScript and Python code with progressive …
B 73 55 78 31 86 81 97
5676
zerocracy
A server module for Claude Desktop that enables integration with Zerocracy, all…
B 73 54 66 52 N/A 69 95 88
5677
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5678
hannesill
M4 Claim
Query clinical datasets like MIMIC-IV and eICU with natural language, supportin…
B 73 55 58 62 73 81 98
5679
angheljf
nyt Claim 2
Search articles using the NYTimes API
B 73 55 78 57 40 82 100
5680
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5681
loticdigital
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
B 73 55 78 66 29 81 99
5682
abhi276k
Datadog MCP Server Claim
Enables integration with Datadog APIs to monitor and retrieve information about…
B 73 55 72 72 42 81 89
5683
dminkovski
azure-diagram-mcp Claim
MCP server that turns natural-language prompts into Microsoft Azure architectur…
B 73 54 72 61 N/A 61 80 88
5684
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5685
itcomgroup
Vision MCP Server Claim
Provides free and unlimited vision capabilities for AI coding assistants using …
B 73 55 90 61 24 81 93
5686
the-freetech-company
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
B 73 55 66 70 52 74 100
5687
ohenak
E*TRADE MCP Server Claim
Enables LLMs to retrieve real-time stock and options market data through the E\…
B 73 55 84 71 26 82 89
5688
comqx
Enables interaction with Prometheus Alertmanager to retrieve, filter, and manag…
B 73 55 82 62 54 82 78
5689
Jaxsbr
local_lense Claim
A local RAG-powered documentation search system that uses vector embeddings and…
B 73 54 66 58 N/A 49 95 96
5690
VictoriaMetrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
B 73 55 72 46 N/A 79 82 93
5691
vedtechsolutions
Engram MCP Claim 2
Engram MCP provides persistent, cross-session memory for AI agents by automatic…
B 73 55 78 100 N/A 38 95 39
5692
GlassTape
Converts natural language security requirements into validated Cerbos YAML poli…
B 73 55 84 74 N/A 53 95 49
5693
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5694
openpharma-org
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
B 73 55 96 83 47 81 43
5695
renantrendt
Manage your GitHub repositories effortlessly. Create, update, and search files,…
B 73 54 80 43 N/A 50 95 91
5696
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5697
cluic
wxauto MCP Server Claim
Provides WeChat automation capabilities for AI development tools via the Model …
B 73 54 78 43 N/A 64 95 87
5698 B 73 54 78 58 N/A 22 95 99
5699
Dingzeefs
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and retrieval of A…
B 73 54 81 60 N/A 15 95 98
5700
amurshak
Provide comprehensive and unified access to U.S. congressional legislative data…
B 73 54 84 48 N/A 55 90 86
Showing 5651–5700 of 46347 servers
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