MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46751
ollibeyer
Enables natural language database queries by combining Ollama's language models…
N/A N/A
46752
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
46753
douglas-doca
nutrs-mcp Claim
MCP server for the NUTRS ecosystem, connecting Radar, Calendário, and Cardápio …
46754
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
N/A N/A 95
46755
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
46756
leandrogavidia
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
N/A N/A 95
46757
stefanstranger
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
46758
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
46759
jdguggs10
A Cloudflare Worker that provides access to MLB Statistics API data through the…
81
46760
Glebenjoy
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
N/A N/A
46761
Armada735
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
N/A N/A
46762
johangace
Provides sourced, current physical and environmental field-truth (weather, air …
46763
oocheol
MCP server that provides pregnancy, childbirth, and childcare information via p…
46764
shamroknour057-commits
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
N/A N/A
46765
jameslovespancakes
Local MCP server that indexes folders of documents into a hybrid vector + keywo…
N/A N/A
46766
jieyefriic
code-context Claim
Enables AI coding assistants to automatically scan, store, and query API endpoi…
N/A N/A
46767
jaykim81
Enables reading and sending Naver Works emails (Korean business email service) …
N/A N/A
46768
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
46769
Lincyaw
vault-mcp Claim
Markdown + SQLite knowledge store with bidirectional wikilinks, exposed as an M…
N/A N/A
46770
Hemant-Agrawal
whoami-mcp Claim
Exposes a person's structured professional profile as MCP tools, enabling Claud…
46771
Intra-Pay
Enables Pix payment operations (cash-in/cash-out) and webhook management for In…
46772
trungls1706
Enables Claude to manage blog posts via MCP, supporting CRUD operations, search…
46773
pipeworx-io
Provides access to Polymarket prediction-market data via Gamma and CLOB public …
46774
diogoseca
Provides text-to-speech functionality using OpenAI's TTS API, enabling text-to-…
81
46775
JimmyfaQwQ
AgentChat Claim
Enables two AI agents to exchange messages through a shared MCP hub with a live…
81
46776
millsks
MCP server that provides tools to search, filter, and retrieve CVE data from th…
46777
pedarias
Retrieval-Augmented Generation system serving LangGraph documentation through t…
N/A N/A
46778
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
N/A N/A
46779
MrViincciLeRoy
A basic MCP server that always responds with 'viincci_rag' to any prompt, usefu…
46780 N/A N/A 95
46781
LANDRYJACQUES237
AI-native eGovernment platform for Cameroonian public services, providing tools…
46782
ildunari
A consolidated MCP server for creating, reading, and manipulating Microsoft Wor…
N/A N/A
46783
gblush
A local MCP server that wraps the Impact.com partner REST API for querying and …
46784 N/A N/A 95
46785
TuttoOne
Controls SharePoint through natural language via Microsoft Graph API, enabling …
46786
piyushgupta53
Provides a standardized interface for interacting with WhatsApp through the Gre…
46787
davidl71
Exarp Claim
MCP server for project management automation, providing tools for project healt…
N/A N/A
46788
HarveyYifanLi
A Node.js template for building stateful MCP servers with streamable HTTP trans…
46789
Paipai112
image2-mcp Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
46790
Sav1ouR520
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
46791
marketinglior-pixel
MCP server for AI agent billing. Preflight spend checks before agent runs. Post…
46792
shashank524
Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool output…
N/A N/A
46793
Stealth-Labs-LTD
Provides access to 27 UK government data sources and services, enabling queries…
46794
mikealkeal
OScribe Claim
Vision-based desktop automation MCP server that controls any application via sc…
N/A N/A
46795
Michaelzag
Enables SQL query execution and database structure browsing via MCP tools and r…
46796
rohit1223
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
N/A N/A
46797
abnormal-yi
Connects AI assistants to WordPress sites, enabling automated SEO analysis and …
N/A N/A
46798
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
N/A N/A
46799
dwin-gharibi
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
46800
alexmakeev
Integrates Telegram user account with MCP, exposing operations like reading and…
Showing 46751–46800 of 66518 servers
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