MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31201
agentry
The Registry for the Agent Economy Discover, verify, and connect with AI agents…
31202
@ilo.begashvili
browserbase Claim
N/A N/A 95
31203 N/A N/A 95
31204
n0s1-mcp Claim 1
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
N/A N/A 69
31205
needhuman
NeedHuman Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
31206
damianlevy1987-prog
test Claim
N/A N/A 95
31207
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
31208 N/A N/A
31209
Gene-Fong
Autotask PSA Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
N/A N/A
31210
pierre
Launch instant calls and share links with customers. Start an Assist recording …
31211
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
N/A N/A 81
31212
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
N/A N/A 61
31213
isaac-wx2g
flatland Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
N/A N/A
31214
manycontacts
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
N/A N/A
31215
simonediroma
webfetch-mcp Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
N/A N/A
31216
User75621
memory-mcp Claim
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
31217
claboran
Enables AI agents to generate MIDI clips from natural language descriptions and…
31218
intruder-io
test Claim
N/A N/A 95
31219 N/A N/A
31220
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
31221
blueprint-infrastructure
Solentic Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
31222
zerople
duckdb Claim
N/A N/A 95
31223
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
31224
pipeworx-io
Usaspending Claim
USAspending MCP — Federal spending data from USAspending.gov API
31225
PugzUI
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
N/A N/A 95
31226
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
31227
yakuphanycl
instinct Claim
Self-learning memory for AI coding agents with pattern detection and confidence…
N/A N/A 95
31228
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
31229
GhostyAI-HA
ERINYS Claim
Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and…
N/A N/A
31230
KVANTRA-dev
Nouz Claim
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
N/A N/A
31231
0xSteph
pentest-ai Claim
The most autonomous pentesting AI on the market. MCP server + Python agents wit…
N/A N/A
31232
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
31233
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
81
31234
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
31235 N/A N/A 95
31236
ZizoTheDev
An MCP server designed to work with FFmpeg for media processing tasks, offering…
N/A N/A 95
31237
zoharbabin
MCP server providing Google Search, web scraping, and multi-source research too…
N/A N/A 83
31238
TuringCorp-net
A remote MCP server template for Cloudflare Workers that enables deployment of …
81
31239
easyonthesauce
An MCP server that provides LLM-controlled kiosk display tools for family manag…
N/A N/A
31240
Br0ski777
URL-friendly slugs from text — transliteration, custom separators. x402 micro…
31241
hydavinci
Provide accurate and up-to-date weather information for any city or region worl…
N/A N/A 95
31242
socialcrawl
Socialcrawl Claim
Access 21+ real-time social media data from a single API
31243
igledaniel
tourmis Claim
N/A N/A 95
31244
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
31245
infamousjoeg
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
31246
pipeworx-io
Linkedin_ads Claim
LinkedIn Ads MCP Pack
31247
paracetamol951
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
31248
axel-belfort
Image resize and format conversion API for AI agents. Resize images from URL: c…
81
31249
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
81
31250
rodrigojille
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
N/A N/A 73
Showing 31201–31250 of 33449 servers
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