MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48751
creschendo
obsidianMCP Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
— ○ ⏳ — N/A N/A — — —
48752
henu-wang
Enables scanning websites for AI search readiness, generating fixes like llms.t…
— ○ ⏳ — — — — — —
48753
RikitoNoto
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
— ○ ⏳ — N/A N/A — — —
48754
LilMosey
MCP-SERVER Claim
A TypeScript + Express skeleton for MCP services, currently only providing a he…
— ○ ⏳ — — — — — —
48755
sudomichael
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
— ○ ⏳ — — — — — —
48756
samelie
arcana-mcp Claim
Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONN…
— ○ ⏳ — N/A N/A — 95 —
48757
gizdusum
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
— ○ ⏳ — — — — — —
48758
samimiair
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
— ○ ⏳ — N/A N/A — — —
48759
Deirfgeiz
Enables capturing evidence, retrieving platform takedown processes, and draftin…
— ○ ⏳ — — — — — —
48760
nehaRoy25
Offers real-time stock prices, sector and historical analysis, top performers f…
— ○ ⏳ — — — — — —
48761
JiayuuWang
Enables interaction with Airtable bases and tables, allowing schema inspection …
— ○ ⏳ — — — — — —
48762
rdanieli
tentra-mcp Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
— ○ ⏳ — — — — — —
48763
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
— ○ ⏳ — N/A N/A — — —
48764
xiaobenyang-com
smart-search Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
— ○ ⏳ — N/A N/A — 95 —
48765
skiddgoddamn
bing-seo-mcp Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
— ○ ⏳ — — — — — —
48766
bonzhigh
Enables AI assistants to send messages to Telegram users via a Model Context Pr…
— ○ ⏳ — N/A N/A — — —
48767
JohnnyBoySou
adila-mcp Claim
MCP server to manage Adila platform via natural language, enabling deploys, log…
— ○ ⏳ — — — — — —
48768
spokenmd
spoken Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
— ○ ⏳ — — — — — —
48769
rulecom
mcp-rule Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
— ○ ⏳ — — — — — —
48770
cquiroz6211
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
— ○ ⏳ — N/A N/A — — —
48771
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
— ○ ⏳ — — — — — —
48772
vivekvar-dl
A read-only MCP server that gives AI agents the web as compact, ranked, verifie…
— ○ ⏳ — N/A N/A — — —
48773
shrish346
docs-rag-mcp Claim
Searches local markdown files using TF-IDF retrieval and serves full documents …
— ○ ⏳ — N/A N/A — — —
48774
KenLSM
Huckleberry MCP server for Claude, Cursor, and other AI assistants. Query and l…
— ○ ⏳ — — — — — —
48775
deepskyai
Free no-key search over CASA, FAA, EASA & ICAO aviation regulations. By Deepsky…
— ○ ⏳ — — — — — —
48776
krim404
mem0-mcp Claim
A thin stdio MCP bridge to a self-hosted mem0 OSS server for agent memory, enab…
— ○ ⏳ — N/A N/A — — —
48777
extao15
A local CLI and MCP server enabling an LLM to control GarageBand on macOS via A…
— ○ ⏳ — N/A N/A — — —
48778
coreshub
Enables interaction with the CoreHub cloud platform to manage containers, EPFS …
— ○ ⏳ — — — — — —
48779
gabrielmahia
familia-mcp Claim
Provides tools for managing Kenyan family legal matters including inheritance, …
— ○ ⏳ — — — — — —
48780
acforu
Provides automated grammar checking by intercepting user input and returning co…
— ○ ⏳ — N/A N/A — — —
48781
beatwad
Enables executing Python code, managing environments and packages, and performi…
— ○ ⏳ — — — — — —
48782
sharmax-vikas
MCP_testing Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
— ○ ⏳ — — — — — —
48783
hlebtkachenko
admtools Claim
MCP server for managing domains, DNS records, email mailboxes, and billing on t…
— ○ ⏳ — N/A N/A — — —
48784
dmgrok
Automatically discovers and installs AI skills for your project's tech stack, s…
— ○ ⏳ — N/A N/A — — —
48785
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
— ○ ⏳ — — — — — —
48786
chenyk2016
A knowledge base MCP server that manages notes with digestion and excretion fea…
— ○ ⏳ — N/A N/A — — —
48787
pipeworx-io
mcp-color Claim
Provides color conversion between formats, WCAG contrast ratio computation, and…
— ○ ⏳ — — — — — —
48788
AiAgentKarl
Provides tamper-proof audit logging for AI agents using SHA-256 hash chains, in…
— ○ ⏳ — N/A N/A — — —
48789
songtianlun
joplin-mcp Claim
Enables interaction with Joplin notes through MCP, allowing searching, creating…
— ○ ⏳ — N/A N/A — — —
48790
mourabraz
Enables efficient analysis of recorded meetings by transcribing audio, extracti…
— ○ ⏳ — N/A N/A — 95 —
48791
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
— ○ ⏳ — — — — 81 —
48792
chicogong
ffvoice Claim
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-de…
— ○ ⏳ — N/A N/A — — —
48793
pipeworx-io
Enables AI agents to query and access legal data from the Free Law Project's Co…
— ○ ⏳ — — — — — —
48794
matteo-gabrielli
weather-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
48795
Neo0ai
A coordinate-based semantic addressing system for AI agents, providing tools to…
— ○ ⏳ — — — — — —
48796
BradyDouthit
Enables AI assistants to take screenshots of localhost development servers for …
— ○ ⏳ — N/A N/A — — —
48797
aphraz
A simple MCP server that provides read-only access to Cloudways hosting resourc…
— ○ ⏳ — — — — 81 —
48798
Unwynd-io
Enables AI tools to read and write HERO documents, projects, tables, and templa…
— ○ ⏳ — — — — — —
48799
pdhiran
ceph-doc-kb Claim
Enables semantic and keyword search of Ceph documentation with version-aware, c…
— ○ ⏳ — N/A N/A — — —
48800
syia-ai
Enables LLMs to access stock market and cryptocurrency data through the Financi…
— ○ ⏳ — — — — — —
Showing 48751–48800 of 69224 servers
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