MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7451
EfrainTorres
Instagram & Facebook MCP server for Meta Marketing API v25 with secure token re…
B 70 55 84 74 N/A 53 95 32
7452
GeiserX
genieacs-mcp Claim 1
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
B 70 54 35 62 N/A 67 95 100
7453
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7454
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7455
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7456
kevindarstNBB
MCP server for searching horse boarding facilities and trainers across the Unit…
B 70 44 60 37 81 98
7457
desamtralized
A Model Context Protocol server that enables remote management of Android devic…
B 70 55 63 100 N/A 41 95 38
7458
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7459
zhangzhongnan928
A versatile Model Context Protocol server that enables AI assistants to manage …
B 70 55 90 47 20 80 98
7460
subnetmarco
pgmcp Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
B 70 54 76 46 N/A 61 89 77
7461
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7462
LiamCioci
WordPress MCP Server Claim 2
Enables AI assistants to interact with WordPress sites through the REST API. Su…
B 70 55 84 60 34 76 88
7463
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 55 54 100 N/A 23 95 64
7464
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7465
NZ99
Mochi MCP Server Claim
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
B 70 55 60 72 32 80 100
7466
godlewis
Enables LLMs to interact with ZenTao project management system, supporting proj…
B 70 55 72 77 28 81 82
7467
ron103
IMDB MCP Server Claim
Provides access to IMDB movie and person data, including searches, cast details…
B 70 55 78 55 24 83 100
7468
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7469
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7470
pronet-systems
TANSS MCP Server Claim
Enables AI assistants to interact with the TANSS ticket management system throu…
B 70 55 92 57 24 81 80
7471
willc121
Enables querying Garmin health data stored in Supabase through natural language…
B 70 55 78 57 27 81 98
7472
chick-p
Enables searching for any text within a specified Algolia index through an MCP-…
B 70 55 76 52 45 81 91
7473
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7474
florinel-chis
Enables AI assistants to search and query documentation from multiple sources i…
B 70 54 76 40 N/A 42 95 90
7475
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7476
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7477
zereight
confluence-mcp Claim
jira, wiki mcp
B 70 55 78 63 28 81 90
7478
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 54 72 41 38 95 98
7479
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7480
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7481
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 55 82 66 16 77 94
7482
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7483
singhashish4000
Provides comprehensive Git repository insights including author statistics, bra…
B 70 54 66 61 N/A 21 92 98
7484
Ankluna72
Provides advanced mathematical utilities including basic arithmetic, statistica…
B 70 55 72 55 43 83 92
7485
agilesix
Provides tools for auditing and fixing scaffolded VA forms to ensure they follo…
B 70 55 72 100 N/A 24 89 49
7486
swairshah
Zotero MCP Server Claim
A server that enables MCP clients like Anthropic Claude App to interact with lo…
B 70 54 78 41 N/A 45 88 94
7487
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7488
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7489
GeekyRiolu
ICY_MCP Claim
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
B 70 55 78 66 23 81 87
7490
kevin29a
Provides authenticated access to PostgreSQL databases for Claude AI, enabling u…
B 70 55 90 43 22 81 100
7491
TauqeerAhmad5201
Docker MCP Server Claim 1
Enables natural language interaction with Docker commands and operations. Suppo…
B 70 55 72 100 N/A 25 95 39
7492
adisaputra10
MCP Datadog Playcourt Claim 1
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
B 70 55 78 67 24 71 96
7493
akramIOT
MCP_AI_SOC_Sher Claim
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
B 70 55 78 66 39 74 87
7494
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7495
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7496
Astoriel
dbt-doctor Claim
AI-driven MCP server that audits, profiles, detects schema drift, and auto-gene…
B 70 54 76 28 N/A 51 92 100
7497
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7498
ganpare
Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integ…
B 70 55 84 61 16 82 92
7499
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7500
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
Showing 7451–7500 of 67197 servers
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