MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43851
Allen-Saji
Corvus Claim
Solana DeFi Intelligence MCP server enabling natural language queries for walle…
43852
rodriguez2508
A multi-agent system for code rules management using MCP, supporting search, ge…
N/A N/A
43853
ratulotron
sc-mcp Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
N/A N/A
43854
jiaxi1102
o2-mcp Claim
Enables interaction with the HMS O2 cluster via SSH, allowing job submission, r…
N/A N/A
43855
NicholasSynovic
scc-mcp Claim
Exposes boyter/scc code counting and complexity analysis to LLM agents via read…
N/A N/A
43856
Bipin-24
Enables natural-language queries across Actian product documentation, GA4 conte…
43857
buildoak
eywa-mcp Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
N/A N/A
43858
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
N/A N/A
43859
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
43860
Heretek-RE
re-yara Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
N/A N/A
43861
A sample MCP server for testing
N/A N/A 81
43862
Tatine13
Enables AI assistants to manage multiple email accounts with secure credentials…
N/A N/A
43863
cardmagic
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
43864
kontext-security
Enables remote attestation of MCP servers using Intel SGX and RA-TLS, allowing …
43865
Nauro-AI
Nauro Claim
Human-approved project judgment and current state for connected AI agents, surf…
N/A N/A
43866
OpenOSINT
OpenOSINT Claim
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, S…
N/A N/A
43867
teacat99
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
43868
pipeworx-io
Enables AI agents to search and query City of Fairfield, California open geospa…
43869
vladimir
software3 Claim
N/A N/A 95
43870
jmacd867
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
N/A N/A
43871
cargoffer
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
43872
ad-github1
An MCP-style stdio server for evaluating AI agent outputs, enabling CI-friendly…
N/A N/A
43873
x10send
Lets AI assistants browse your libraries, search media, get viewing recommendat…
43874
qurihara
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
43875
DeFiRe-business
SwapWizard Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
43876
Justinandjohnson
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
N/A N/A
43877
rafaelcamelo
ideb-mcp Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
N/A N/A
43878
cantiandotai
cantianai_1 Claim
N/A N/A 95
43879
CSOAI-ORG
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
N/A N/A
43880
Automattic
MCP server for reading Simplenote notes across macOS, Linux, and Windows
N/A N/A
43881
CTRLabs
CTRL Claim
Visual DeFi workflow automation on Base + Ethereum mainnet.
43882
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A 83
43883
exqlnet
Unofficial MCP server that wraps the Perplexity AI web API via browser cookies,…
N/A N/A
43884
Eason-Gao3
A production-grade Google Trends MCP server for AI workflow integration. Suppor…
43885
Bigred97
ausdata-mcp Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
N/A N/A
43886
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
N/A N/A
43887
enc0ded
vue-ts-lsp Claim
Self-contained MCP server providing type-aware code intelligence for TypeScript…
N/A N/A
43888
amessagee
mcp-1 Claim
N/A N/A 95
43889
Terahertz-Inc
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
43890
AIBE13
Enables Claude to read and search WhatsApp messages, transcribe voice notes, an…
N/A N/A
43891
Reddit MCP server - browse posts, search content, analyze users.
N/A N/A 81
43892
84emllc
A Model Context Protocol server for Google Calendar integration, enabling AI as…
43893
ptbsare
Enables speech-to-text and text-to-speech conversion using OpenAI-compatible AP…
N/A N/A
43894
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
43895
shapedthought
Provides structured access to Veeam product network port requirements. Enables …
43896
HelloTomBruce
kb-mcp Claim
Provides LLM agents with a structured, queryable, local-first knowledge base wi…
N/A N/A
43897
ducla5
Enables AI agents to efficiently access and process Google Drive documents by c…
81
43898 N/A N/A 95
43899
PassionZale
Automates routine DevOps tasks like Jenkins builds and GitLab merge requests th…
43900
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
N/A N/A 72
Showing 43851–43900 of 67197 servers
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