MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46751
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
— ○ ⏳ — N/A N/A — — —
46752
etnperlong
Enables AI assistants to manage Firefly III personal finance accounts and trans…
— ○ ⏳ — — — — — —
46753
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
— ○ ⏳ — — — — 81 —
46754
ladourv-hkzl
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
— ○ ⏳ — — — — 81 —
46755
elpideus
Enables searching Warframe items, viewing price history, and managing buy/sell …
— ○ ⏳ — — — — — —
46756
junter1989k-ai
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
— ○ ⏳ — — — — — —
46757
Streen9
React MCP Claim
Enable Claude AI to manage and interact with React applications seamlessly.
— ○ ⏳ — N/A N/A — 95 —
46758
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
— ○ ⏳ — — — — — —
46759
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
— ○ ⏳ — N/A N/A — — —
46760
subhamraj76
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
— ○ ⏳ — N/A N/A — — —
46761
rishimohan
Orshot Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
— ○ ⏳ — — — — 81 —
46762
janedouat
mcp-test Claim
— ○ ⏳ — N/A N/A — 95 —
46763
JesseGdotIO
Enables AI agents to call deterministic finance and quant APIs (e.g., DCF, Blac…
— ○ ⏳ — — — — — —
46764
FreeGuy-AI
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
— ○ ⏳ — N/A N/A — — —
46765
namuan
Integrates with Trello to manage tasks and cards with features like creating, u…
— ○ ⏳ — — — — — —
46766
saksham-jain177
GitBridge Claim
Enables AI assistants to analyze GitHub repositories, including fetching reposi…
— ○ ⏳ — — — — — —
46767
signalscope
SignalScope Claim
Provides Cursor AI agents with direct access to stock breakout signals, includi…
— ○ ⏳ — N/A N/A — — —
46768
james-choncholas
A Model Context Protocol server for Matrix that gives AI assistants read/write …
— ○ ⏳ — — — — — —
46769
zhuylanz
MCP server for Strapi CMS content and media management.
— ○ ⏳ — N/A N/A — — —
46770
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
— ○ ⏳ — — — — — —
46771
MadeOnSol
MadeOnSol Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
— ○ ⏳ — — — — — —
46772
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
— ○ ⏳ — — — — 81 —
46773
lazymac2x
Cloudflare Workers MCP server: env-blueprint-validator
— ○ ⏳ — — — — — —
46774
Anirudhx7
suitecrm-mcp Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
— ○ ⏳ — N/A N/A — — —
46775
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
— ○ ⏳ — N/A N/A — 75 —
46776
borgius
kanban-lite Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
— ○ ⏳ — N/A N/A — — —
46777
semanticintent
MCP server for Cloudflare D1 database introspection, providing schema analysis,…
— ○ ⏳ — — — — — —
46778
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
— ○ ⏳ — — — — — —
46779
CSOAI-ORG
emoji-ai-mcp Claim
emoji-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
46780
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
— ○ ⏳ — N/A N/A — 95 —
46781
srotzin
A remote MCP server for Structural Lateration that provides tools to price, min…
— ○ ⏳ — — — — — —
46782
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
— ○ — N/A N/A — 81 —
46783
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
— ○ ⏳ — N/A N/A — 95 —
46784
eigenbau
An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
— ○ ⏳ — — — — — —
46785
pipeworx-io
Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…
— ○ ⏳ — — — — — —
46786
fastmcp-me
A local MCP server implementation that interacts with DuckDB and MotherDuck dat…
— ○ ⏳ — — — — — —
46787
2389-research
Slack MCP Claim
Enables Slack workspace integration including channel creation, user invites, m…
— ○ ⏳ — — — — — —
46788
athoune
Enables running Prospector static analysis on Python files or directories via M…
— ○ ⏳ — N/A N/A — — —
46789
opspawn
This MCP server allows an AI assistants to search for flight information online…
— ○ ⏳ — N/A N/A — 95 —
46790
trolleydodger1988
tmux-mcp Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
— ○ ⏳ — N/A N/A — — —
46791
tony816
This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to…
— ○ ⏳ — N/A N/A — — —
46792
sanketjoshi2012
Enables conversational AI to fetch live World Cup matches, standings, results, …
— ○ ⏳ — — — — — —
46793
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
— ○ ⏳ — — — — — —
46794
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
— ○ ⏳ — — — — 81 —
46795
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
— ○ ⏳ — — — — 81 —
46796
Inferensys
dr-mcp Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
— ○ ⏳ — N/A N/A — — —
46797
cu0001
Enables AI assistants to interact with IBM SVC storage systems, checking system…
— ○ ⏳ — — — — — —
46798
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
— ○ ⏳ — N/A N/A — — —
46799
rubayatkhan
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
— ○ ⏳ — N/A N/A — — —
46800
hi120ki
Enables integration with Google Cloud Vertex AI Search for enterprise search ca…
— ○ ⏳ — N/A N/A — — —
Showing 46751–46800 of 69236 servers
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