MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34351
DanMat
Packkit Claim
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI a…
N/A N/A
34352 N/A N/A 95
34353
cwattsnogueira
AVA Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
N/A N/A
34354
daniel3303
Equibles Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
34355
DexopT
AHME Claim
Provides AI coding assistants with long-term memory by compressing conversation…
N/A N/A
34356
ranahaani
gnews-agent Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
34357
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
34358
LarsZilch
MCP server for managing tennis club member data from local CSV/Excel exports. P…
N/A N/A
34359
kinhsach
kinhsach Claim
N/A N/A 95
34360
lpicci96
unesco-mcp Claim
A Model Context Protocol server that connects AI assistants to UNESCO Institute…
34361
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
81
34362
Joint-Photon-Sciences-Institute
fdmnes-mcp Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
N/A N/A
34363
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
34364 N/A N/A 95
34365
AntonChuraev99
Read, AI-create, and edit your Gisti checklists in plain language from any MCP …
34366
v-o-h-s
Provides context from previous sessions to new OpenCode sessions for continuity…
N/A N/A
34367
dekaic
cocos-mcp Claim
Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to q…
N/A N/A
34368
a-g-e-n-t-s
An MCP server that enables GitHub API operations such as managing repositories,…
34369
malinoto
TracePass Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
34370
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
N/A N/A
34371
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
34372
janbruinier
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
N/A N/A 95
34373
Onplana
Onplana Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
34374
NicolasPrimeau
Artel Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
34375
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
34376
JardiMargalefAgusti
Enables AI assistants to query standardized building classifications, propertie…
34377
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
34378
JiangtaoQu
A self-evolving JavaScript reverse engineering workflow MCP server that automat…
N/A N/A
34379
leolobato
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
N/A N/A
34380
Sumanth1305
A local proxy that enables ChatGPT to access an Obsidian vault through the Obsi…
N/A N/A
34381
OffshoreProz
Enables automated company formation across multiple jurisdictions with REST and…
34382
mironovisa
DataMCP Claim
DataMCP turns your PostgreSQL into an MCP endpoint that Cursor, Claude Desktop,…
81
34383
guyeyouhun
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
N/A N/A
34384
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
34385
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
34386
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
N/A N/A
34387
HappyMonkeyAI
Exposes a developer's local context (communication preferences, stack, repos, m…
N/A N/A
34388
code4history
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
34389
financegenius-ai
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
34390
CSOAI-ORG
inventory-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34391
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
34392
13739777296-del
Automates cross-platform e-commerce sourcing between JD and Taobao using AI-dri…
N/A N/A
34393
p0ki
Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks i…
N/A N/A
34394
pipeworx-io
Enables searching and querying City of Albuquerque open geospatial datasets (pa…
34395
mustafamemon265789-cloud
A production-ready Model Context Protocol (MCP) server that integrates with the…
34396
github-2k6b
Community MCP server for Airtable that provides **30 tools** for managing Airt…
N/A N/A 95
34397
lissy93
bug-bounties Claim
Real-time directory of every public VDP and bug bounty program
N/A N/A
34398
chadcorp
Warden Claim
Warden provides a trusted skill brain for open agents, enabling secure executio…
N/A N/A
34399
stranxik
Dropyour Claim
Publish a self-contained HTML file to a stable public URL from your AI. Anonymo…
34400
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
N/A N/A 95
Showing 34351–34400 of 67181 servers
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