MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45751
koyeliaghosh
Provides real-time stock analysis tools including price lookup, comprehensive i…
— ○ ⏳ — — — — — —
45752
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
— ○ ⏳ — — — — — —
45753
VaibhavMugulavalli
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
— ○ ⏳ — N/A N/A — — —
45754
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
— ○ ⏳ — N/A N/A — — —
45755
willy5xx
odoo_mcp Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
— ○ ⏳ — N/A N/A — — —
45756
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
— ○ ⏳ — — — — — —
45757
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
— ○ ⏳ — — — — — —
45758
aborroy
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
— ○ ⏳ — N/A N/A — — —
45759
davebream
Bullet MCP Claim
MCP server for the Bullet API, enabling management of tasks, notes, and events …
— ○ ⏳ — — — — — —
45760
Browncabinet
Hire an autonomous cold outreach agent directly inside any MCP-compatible LLM. …
— ○ ⏳ — — — — — —
45761
arianashafiee
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
— ○ ⏳ — N/A N/A — — —
45762
fasterv410
logflare-mcp Claim
Enables querying and managing Logflare log sources, endpoints, and executing ad…
— ○ ⏳ — — — — — —
45763
RosenAdvertising
mycase-mcp Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
— ○ ⏳ — N/A N/A — — —
45764
segentic-lab
Website & web-app testing built for AI agents rather than raw browser bindings:…
— ○ ⏳ — N/A N/A — — —
45765
FlashZ
adb-mcp Claim
A comprehensive MCP server for Android Debug Bridge, enabling AI agents to cont…
— ○ ⏳ — N/A N/A — — —
45766
tiranmoskovitch-dev
Free, minimal REST API wrapper as an MCP server that lets your AI agent call an…
— ○ ⏳ — — — — — —
45767
letuhao
Self-hosted web search and page fetch service using SearXNG metasearch and Scra…
— ○ ⏳ — — — — — —
45768
browserkit-dev
browserkit Claim
An open-source framework for building site-specific MCP servers that run over r…
— ○ ⏳ — N/A N/A — — —
45769
PedroUrday
Enables executing SQL queries against a MySQL database via MCP, returning resul…
— ○ ⏳ — — — — — —
45770
cstillick
Enables querying state-level campaign finance data, including donors, expenditu…
— ○ ⏳ — N/A N/A — — —
45771
InfraMCP
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
— ○ ⏳ — — — — — —
45772
123itsfree
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
— ○ ⏳ — N/A N/A — — —
45773
veithly
Enables uploading images to a running PicGo application through its built-in se…
— ○ ⏳ — N/A N/A — — —
45774
Maxinger15
Provides a structured data interface for Servarr apps (Sonarr, Radarr, Prowlarr…
— ○ ⏳ — N/A N/A — — —
45775
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
— ○ ⏳ — — — — — —
45776
mosse
Enables querying 10,000 years of historical social-complexity data from the Ses…
— ○ ⏳ — — — — — —
45777
JinyongHyun
MCP server that automatically saves summaries of AI papers or stock articles to…
— ○ ⏳ — — — — — —
45778
hmatrades
An MCP server that lets Claude analyze your TradingView charts by reading the w…
— ○ ⏳ — N/A N/A — — —
45779
rdmbtc
puls-mcp Claim
MCP server for Puls prediction markets on Arc, letting AI assistants read live …
— ○ ⏳ — — — — — —
45780
surajinacademia
Enables AI agents to control Fiji/ImageJ for microscopy image analysis through …
— ○ ⏳ — N/A N/A — — —
45781
philtzjp
A Cypher-style MCP server that enables AI agents to query and edit an Ableton L…
— ○ ⏳ — N/A N/A — — —
45782
dispatchtickets0
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
— ○ ⏳ — N/A N/A — 95 —
45783
ryantorno-arch
vizio-tv Claim
Control a Vizio SmartCast TV over your local network via the SmartCast local AP…
— ○ ⏳ — N/A N/A — — —
45784
samirsaci
Enables Claude Desktop to perform advanced web scraping and crawling operations…
— ○ ⏳ — N/A N/A — — —
45785
eminogrande
Provides portable working rules and tooling instructions as MCP resources, ensu…
— ○ ⏳ — N/A N/A — — —
45786
ohthepain
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
— ○ ⏳ — N/A N/A — — —
45787
Shivam0176
Enables natural language management of personal expenses, including adding, lis…
— ○ ⏳ — N/A N/A — — —
45788
m2ai-mcp-servers
Loom Advisor Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
— ○ ⏳ — — — — — —
45789
marklechner
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
— ○ ⏳ — N/A N/A — — —
45790
jagonzalr
knocoph Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
— ○ ⏳ — N/A N/A — — —
45791
Alooswr
Local stdio MCP server for long-term engineering memory, enabling Codex to stor…
— ○ ⏳ — N/A N/A — — —
45792
Matt-Beyond-Tech
superops-mcp Claim
Enables interaction with the SuperOps.ai PSA/RMM platform for managing clients,…
— ○ ⏳ — — — — — —
45793
dguerrar
Connects LLM clients to Apache Superset for querying charts, dashboards, datase…
— ○ ⏳ — — — — — —
45794
2022f-mulbscs-100-del
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
— ○ ⏳ — — — — — —
45795
windoze95
gojira-mcp Claim
Atlassian Cloud admin MCP server for project/scheme management, custom field ad…
— ○ ⏳ — — — — — —
45796
lethanhbinh3920
personal Claim
— ○ ⏳ — N/A N/A — 95 —
45797
SupaKang
corpuskit Claim
Enables AI coding agents to search documentation and query constraints via MCP …
— ○ ⏳ — N/A N/A — — —
45798
vorluno
batuta-mcp Claim
MCP server that decomposes tasks into plans with disjoint file boundaries, vali…
— ○ ⏳ — N/A N/A — — —
45799
Zhangyoupeng1996
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
— ○ ⏳ — N/A N/A — — —
45800
falconaipro
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
— ○ ⏳ — — — — — —
Showing 45751–45800 of 69261 servers
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