MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1501
magicyuan876
Tianshu MCP Server Claim
Enables AI assistants to process documents, images, audio, and video via MCP pr…
B 79 54 90 43 74 95 93
1502
hrishirc
Task Orchestration
B 79 54 100 61 N/A 43 92 87
1503
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1504
ambivo-corp
Ambivo MCP Server Claim 1
Provides access to Ambivo API endpoints for natural language querying of entity…
B 79 55 84 72 59 80 95
1505
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1506
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1507
gesslar
FluffOS MCP Server Claim
Enables AI assistants to validate LPC code and examine compiled bytecode using …
B 79 54 78 56 N/A 69 95 100
1508
8b-is
smart-tree Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 54 100 37 N/A 82 90 88
1509
ttommyth
RAG Memory MCP Claim 1
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
B 79 55 84 75 N/A 43 95 90
1510
jsonallen
Perplexity MCP Server Claim 1
A server facilitating web search functionality by utilizing Perplexity AI's API…
B 79 55 94 65 53 80 94
1511
voidmobcom
voidmob-mcp Claim
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
B 79 55 72 100 N/A 31 95 81
1512
kpritam
Gremlin MCP Server Claim
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
B 79 55 88 62 63 81 96
1513
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 55 90 91 25 80 92
1514
JamesANZ
video-toolkit-mcp Claim 1
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
B 79 54 90 57 N/A 50 90 100
1515
kelvin6365
plane-mcp-server Claim
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane…
B 79 54 84 67 N/A 50 90 97
1516
sammcj
mcp-data-extractor Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 55 75 100 N/A 66 90 58
1517
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1518
prismism-dev
Prismism Claim 1
Upload any file, get a tracked shareable link. DocSend for AI agents.
B 79 66 75 86 90 33 81 99
1519
photonn
Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Su…
B 79 55 90 66 47 82 100
1520
baryhuang
mcp-openmemory Claim
Enables Claude to remember conversations and learn over time by storing and rec…
B 79 54 90 61 N/A 50 95 90
1521
gregario
godot-forge Claim
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
B 79 54 72 62 N/A 76 92 97
1522
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 46 89 92
1523
CarlLee1983
MCP Prompt Manager Claim
Git-driven MCP server that manages and provides prompt templates with Handlebar…
B 79 55 78 58 83 81 100
1524
PsychArch
Jina AI MCP Tools Claim
Integrates Jina AI Search Foundation APIs to provide web page content extractio…
B 79 55 76 72 75 80 91
1525
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1526
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1527
itiliti
autotask-mcp Claim 1
B 79 54 84 73 N/A 41 95 91
1528
bitbonsai
mcp-obsidian Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 55 94 100 N/A 49 95 42
1529
KyuRish
patreon-mcp-server Claim
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
B 79 54 76 67 N/A 71 83 100
1530
davstr1
Peekaboo MCP Claim 1
Provides read-only access to your entire codebase while restricting AI agents t…
B 79 54 78 63 N/A 64 92 98
1531
Ansvar-Systems
singapore-law-mcp Claim
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
B 79 54 71 93 N/A 37 95 91
1532
ELDment
Meting-Agent Claim
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent …
B 79 54 68 70 N/A 74 90 98
1533
GitHub30
MCP server that posts to Zenn.
B 79 64 88 66 90 39 95 86
1534
meilisearch
meilisearch-mcp Claim 1
A Model Context Protocol (MCP) server for interacting with Meilisearch through …
B 79 55 94 74 N/A 62 90 66
1535
nickdesi
FFBB MCP Server Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 66 74 71 87 69 82 90
1536
WGDevelopment
YNAB MCP Server Claim 1
A minimal and auditable MCP server that enables local AI assistants to read and…
B 79 55 82 76 51 82 100
1537
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1538
chenhunghan
Garmin MCP App Claim 1
An MCP server featuring an interactive React UI for Garmin Connect integration.…
B 79 54 65 73 N/A 75 90 96
1539
idoyudha
mcp-keycloak Claim
Managing Keycloak identity and access management
B 79 55 76 82 60 81 93
1540
VelixarAi
memory Claim
Persistent memory for AI assistants. Store, search, and recall across sessions.
B 79 54 90 68 N/A 58 83 91
1541
eddmann
Obsidian MCP Server Claim 1
Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian v…
B 79 54 79 68 49 95 99
1542
msathiyakeerthi
Provides database access capabilities to Claude with support for both SQLite an…
B 79 55 100 56 47 81 100
1543
jschuller
ServiceNow MCP Server Claim 2
Connect Claude AI to ServiceNow with 19 tools and 5 resources for incidents, CM…
B 79 54 90 71 69 69 92
1544
SidneyBissoli
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
B 79 55 82 100 38 83 77
1545
afterxleep
doc-bot Claim
Provides AI assistants with intelligent access to project documentation and API…
B 79 55 100 43 77 81 93
1546
admica
FileScopeMCP Claim
Analyzes your codebase identifying important files based on dependency relation…
B 79 54 76 61 N/A 74 89 100
1547
ryanmaule
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 79 54 90 71 N/A 23 95 99
1548
wyre-technology
rocketcyber-mcp Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 55 79 65 77 81 97
1549
robbgatica
AI-powered memory dump analysis using Volatility 3 for digital forensics invest…
B 79 54 96 60 N/A 32 95 96
1550
nxtg-ai
Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge captur…
B 79 55 90 45 N/A 81 82 99
Showing 1501–1550 of 66402 servers
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