MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45051
BounceProtect
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
45052
radostkali
Enables GitLab integration through MCP, supporting code review and project mana…
N/A N/A
45053
Bemarking
Official ℰMCP server for AXON — exposes 45 primitives, 33 templates, 17 example…
N/A N/A
45054
hholen
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
N/A N/A
45055
islobodan
cotforce-mcp Claim
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Th…
N/A N/A
45056
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
45057
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
45058
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
45059
finizi-app
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
N/A N/A 95
45060
lazymac2x
Cloudflare Workers MCP server: api-mock-server
45061
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
N/A N/A
45062
MCP-Mirror
MCP SysOperator Claim 1
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
81
45063
seolint
seo-scanner Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
81
45064 N/A N/A 95
45065
@kamath
notion Claim
81
45066
test260325
test_zikim Claim
81
45067
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
81
45068
Alex-Kaff
MCP server that spawns and drives Claude Code sessions via claude-wrap.
N/A N/A
45069
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
81
45070
ProvenonceAI
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A
45071
pgiffy
Provide comprehensive 340B drug information and RxNorm API access to enhance dr…
N/A N/A 95
45072
underground-district
Agent with a wallet? This place is built for you. Digital experiences made of w…
N/A N/A 95
45073
zeroth-settlement
agdel-mcp Claim 1
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
N/A N/A 75
45074
Frenck12
A secure server that allows Claude Desktop application to access and process Wh…
N/A N/A 95
45075
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
45076
RhizomaticRobin
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
81
45077
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
N/A N/A 95
45078
nbhansen
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
45079
souky-byte
Integrate seamlessly with the Sloneek API to manage users, absences, and person…
N/A N/A 95
45080
DDDOH
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
N/A N/A
45081
stefanoamorelli
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
N/A N/A
45082 N/A N/A 95
45083
marco280690
Integrate your applications with real-world data and tools seamlessly. Access f…
N/A N/A 95
45084
garniergeorges
Minimal MCP server for inter-session coordination between parallel Claude Code …
45085
idoco2003
vincikit Claim
AI stack configurator with conversational interviews and intelligent recommenda…
N/A N/A 75
45086
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
45087
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
45088
BASIC-BIT
VRChat MCP Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
N/A N/A
45089
xja1023789-collab
Enables AI models to scrape and extract data from any website globally using Th…
81
45090
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
81
45091
lanru
Enhanced memory repository MCP service that enables building and querying tempo…
81
45092
JayOfemi
shikamaru Claim
Provably correct ISDA day-count and accrued-interest calculations, verified aga…
N/A N/A
45093
Leo-Martin-Pala
An MCP server for working with the Võro language: local dictionary and corpus l…
45094
Query Airbrake errors, notices, deploys, and project stats from MCP clients
N/A N/A 81
45095
fadnavismehul
SQL Preview Claim
Run governed SQL queries and inspect database schemas from MCP agents.
N/A N/A
45096
favcrm
FavCRM Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
45097
mickey-mikey
Enables AI agents to search AustLII (Australian Legal Information Institute) fo…
81
45098
amp-rh
A production-ready FastMCP server template with modular architecture for buildi…
81
45099
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
45100
Axiomatic-AI
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
Showing 45051–45100 of 45235 servers