MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41601
Octen-Team
octen-mcp Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
N/A N/A
41602
JNZader
Centralized encrypted gateway that routes requests to 11+ LLM providers (API ke…
N/A N/A
41603
prompteus-ai
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
41604
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
N/A N/A 95
41605
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
41606
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
41607
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
41608
toolprint
cco-mcp Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
41609
lithvall
TrustBench Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
41610
zhitongblog
Unterm Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
N/A N/A
41611
Latimer-Woods-Tech
Word Is Bond Claim
Test the voice agents you run: scored transcripts, pass/fail verdicts, latency …
41612
LikhinMN
Algo-MCP Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
41613
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
41614
GolderBrother
Gives AI coding assistants cross-session persistent memory with semantic search…
N/A N/A
41615
Franzferdinan51
finance-mcp Claim
A read-only MCP server for stock quotes, Coinbase prices, and Polymarket market…
N/A N/A
41616
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
41617
DayMoonDevelopment
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
N/A N/A
41618
ainativeera
MCP Bridge Claim
Converts existing HTTP operations and cURL commands into structured, local-firs…
N/A N/A
41619
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
41620
MetricSpot
seo-mcp Claim
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
41621
PlatAid
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
41622
Ash-Blanc
Transforms Claude into a production-grade pair programmer by orchestrating best…
81
41623
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
41624
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
41625
guibrazlima
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
41626
LogicLabsAI
UltraMemory Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
41627
bmorphism
MCP server providing semantic text analysis and compression tools via Hypernym …
41628
Lalitronico
emovi-mcp Claim
MCP server for the ESRU-EMOVI 2023 social mobility survey in Mexico. Enables AI…
N/A N/A
41629
getvetai
vet Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
N/A N/A
41630
adwiteeymauriya
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, ac…
41631
mymacmeet-crypto
claw-site Claim
A Python MCP server that extracts URLs, page content (with browser rendering fa…
N/A N/A
41632
andtmal
UpworkBridge Claim
A Model Context Protocol (MCP) server that connects AI coding assistants and ag…
41633
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
41634
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
41635
pipeworx-io
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
41636
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
41637
navin
AI assistants are powerful, but sometimes you still need the human touch — a re…
N/A N/A 95
41638
borgels
Enables managing Corpay One accounts-payable workflows including expense listin…
41639
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
N/A N/A 83
41640
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
41641
chrischall
MuseScore for Claude — search sheet music and read score metadata via your sign…
N/A N/A
41642
mashh-lab
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
41643
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
N/A N/A 69
41644
BabyScope
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
N/A N/A
41645
janbruinier
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
N/A N/A 95
41646
AviHack
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
41647
mdabdullahfaruque
Enables GitHub API integration via MCP, allowing search, repository details, fi…
41648
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
41649
NicolaiJohannesen
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
41650
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
Showing 41601–41650 of 64798 servers
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