MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36701
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
— ○ ⏳ — — — — — —
36702
cybrlab-ai
PreClick scans links for threats and confirms intent match with high accuracy b…
— ○ ⏳ — — — — — —
36703
anujsingla
github-mcp Claim
A read-only MCP server that exposes GitHub user profiles, repository info, and …
— ○ ⏳ — — — — — —
36704
ganlin770
An MCP server that enables AI assistants to call statistician's decision logic …
— ○ ⏳ — — — — — —
36705
PurpleBass
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
— ○ ⏳ — N/A N/A — 95 —
36706
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
— ○ ⏳ — — — — — —
36707
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
— ○ ⏳ — N/A N/A — — —
36708
gzlo
rise-mcp Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
— ○ ⏳ — N/A N/A — — —
36709
qyd0801
cubox Claim
— ○ ⏳ — N/A N/A — 95 —
36710
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
— ○ ⏳ — — — — 81 —
36711
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
— ○ ⏳ — — — — 81 —
36712
adrianR84
Provides hourly and daily weather forecasts using the free Open-Meteo API witho…
— ○ ⏳ — N/A N/A — — —
36713
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
— ○ ⏳ — N/A N/A — — —
36714
bekirdag
Read-only global event and evidence intelligence with entities, assets, and imp…
— ○ ⏳ — N/A N/A — — —
36715
GetSomeKelso
Enables AI assistants to orchestrate OSINT reconnaissance pipelines, including …
— ○ ⏳ — N/A N/A — — —
36716
stackblaze
Enables AI agents to manage, monitor, and query CockroachDB using natural langu…
— ○ ⏳ — — — — — —
36717
ajiadiyudha
Enables deploying a remote MCP server on Cloudflare Workers with OAuth, allowin…
— ○ ⏳ — N/A N/A — — —
36718
Creator-API
Native OnlyFans and Fansly access as MCP tools. One CreatorAPI key.
— ○ ⏳ — — — — — —
36719
SheldonFat
flomo-mcp Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
— ○ ⏳ — N/A N/A — — —
36720
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
— ○ ⏳ — N/A N/A — — —
36721
litvaerickson-spec
Provides AI agents with a secure offline-first long-term memory system using Ob…
— ○ ⏳ — N/A N/A — — —
36722
FilipePessoa30
mcp-ibge Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
— ○ ⏳ — — — — — —
36723
saybil-lab
LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, an…
— ○ ⏳ — — — — — —
36724
vicseeai
Enables AI agents to generate, edit, and upscale videos and images using VicSee…
— ○ ⏳ — — — — — —
36725
arun250492
Personal-MCP Claim
An MCP server that provides [describe what your server does]
— ○ ⏳ — N/A N/A — — —
36726
falconcr
Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit…
— ○ ⏳ — — — — — —
36727
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
— ○ ⏳ — N/A N/A — — —
36728
SoraiaBarroso
miromiro Claim
Turn any live website into brand colors, fonts, design tokens, SVGs, Lottie and…
— ○ ⏳ — — — — — —
36729
thedistance
Connects AI assistants to the Basecamp 2 API, enabling management of projects, …
— ○ ⏳ — — — — — —
36730
madrus
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
— ○ ⏳ — N/A N/A — — —
36731
mplogas
Enables chip-level firmware extraction and analysis for BK7231 family IoT devic…
— ○ ⏳ — N/A N/A — — —
36732
Creativeuseoftechnology
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
— ○ ⏳ — — — — — —
36733
enboxorg
memoryd Claim
User-owned AI memory layer exposing persistent memory, task graph, and semantic…
— ○ ⏳ — N/A N/A — — —
36734
open-crater
Provides live network stats, supported AI tools, and guidance for earning USDC …
— ○ ⏳ — — — — — —
36735
Chakit22
A generic MCP server that converts .graphql query files into tools for Claude, …
— ○ ⏳ — — — — — —
36736
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
— ○ ⏳ — — — — — —
36737
autonsol
recall-mcp Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
— ○ ⏳ — N/A N/A — — —
36738
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
— ○ ⏳ — — — — — —
36739
BrainDAO
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
— ○ ⏳ — — — — — —
36740
compass-food
Compass DaaS Claim
Compass DaaS exposes vegan-friendly restaurant search, restaurant enrichment, a…
— ○ ⏳ — — — — — —
36741
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
— ○ ⏳ — — — — 81 —
36742
webuplink-dev
WebUplink Claim
Give any MCP client the ability to browse and interact with the web via WebUpli…
— ○ ⏳ — N/A N/A — — —
36743
ShellyDeng08
MCP server enabling AI assistants to search, analyze, and generate content for …
— ○ ⏳ — N/A N/A — — —
36744
malkreide
MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic aler…
— ○ ⏳ — — — — — —
36745
NischithIsAFK
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
— ○ ⏳ — N/A N/A — — —
36746
sjgant80-hub
kardv5-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
36747
SolonaBot
An MCP server that facilitates interactive software development planning by bre…
— ○ ⏳ — N/A N/A — — —
36748
Zxilly
cangjie-mcp Claim
MCP server for the Cangjie programming language, providing documentation search…
— ○ ⏳ — — — — — —
36749
agentkitai
Lore Claim
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared vis…
— ○ ⏳ — N/A N/A — — —
36750
geoffsdesk
memanto-mcp Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
— ○ ⏳ — — — — — —
Showing 36701–36750 of 69419 servers
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