MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29601
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
29602
NIHAR-SARKAR
Cyber Host Artificial Intelligence (C.H.A.I) An autonomous penetration testing…
N/A N/A
29603
Cnd-North
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
29604
tikoci
rosetta Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
29605
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
N/A N/A
29606
educlopez
sparkbites Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
N/A N/A 95
29607
yzonur
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
29608
sawzhang
Bruin Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
N/A N/A
29609
Monkopedia
Turn your Android phone into an MCP server. AI assistants connect on demand, qu…
N/A N/A
29610
MiguelRipoll23
eml-mcp Claim
MCP server for managing email archives as .eml files, synced with OneDrive, ena…
N/A N/A
29611
schwarztim
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
81
29612
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
29613
cyanheads
Store, query, and create YAML workflow playbooks for LLM agents.
N/A N/A
29614
CreatorDB
Exposes the CreatorDB V3 API as 42 tools for creator search, profile data, spon…
29615
pr1m8
AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics…
29616
pipeworx-io
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
29617
sofiajameson20-star
nordic-data Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
29618
astandrik
codex-pets Claim
Companion Gallery for Codex: public read-only registry for Codex-compatible ani…
29619
Samagra001
graphdb Claim
Indexes Ruby on Rails codebases into a queryable graph of associations, routes,…
N/A N/A
29620
dazeb
Harvests React components from Aceternity UI and Shadcn UI, fetching code and m…
29621
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
29622
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
29623
seolint
seo-scanner Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
81
29624
cpxazn
mcp-medusa Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
N/A N/A
29625
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
29626
matthiastjong
Shellgate Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
29627
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
29628
Batonec
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
29629
PraveenJayaprakash-JP
RepoMemory Claim
A project intelligence platform for AI coding agents that scans, audits, genera…
N/A N/A
29630
Neboy72
Nexus Memory Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
N/A N/A
29631
rubaiyatemon
A Model Context Protocol server that lets any AI assistant query the full text …
N/A N/A
29632
Trusty-Squire
mcp Claim
Credential broker that signs your AI agent up to SaaS dev tools, within a signe…
N/A N/A
29633
Goran-Arsov
Fresh Jots Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
29634
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
29635
Aman3786
Enables AI assistants to inspect employee access, list failed onboarding events…
N/A N/A
29636
alvelda
KPA Claim
Provides an MCP server for programmatic reading, authoring, editing, designing,…
N/A N/A
29637
logly-uk
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
29638
Jonnyton
Workflow Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
29639
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
29640
972jesko
dex-mcp Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
N/A N/A
29641
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
29642
ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
29643
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
29644
busigui2023
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
N/A N/A
29645
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
N/A N/A
29646
dontcrash
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
29647
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
29648
softvoyagers
LinkMeta MCP Claim
Extract URL metadata (Open Graph, Twitter Cards, JSON-LD) from any URL
N/A N/A 95
29649
Jambozx
280+ free developer & security tools as MCP tools — encoders/decoders, hashes (…
29650
rens1215
A safe and bounded AI-agent security testing framework that enables authorized …
N/A N/A
Showing 29601–29650 of 45235 servers
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