MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54301 N/A N/A 95
54302
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
54303
superbigroach
obol-mcp Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
54304
GabrielAmz
WebAnatomy Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
54305
madtaco-dev
MadTaco Claim
Verification and trust checks for AI agents: validate, screen, propose, account…
N/A N/A
54306
AviHack
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
54307
codingsasi
DDEV MCP Claim
Enables AI assistants to automate DDEV development environments, including proj…
N/A N/A
54308
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
N/A N/A
54309
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
N/A N/A
54310
BasilSkyWalk
parecode Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
N/A N/A
54311
bawbel
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
N/A N/A 95
54312
avilashsaha035
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
N/A N/A
54313
Responsible-AI-Labs
rail-score Claim
Responsible-AI guardrails for agents: scoring with policy, injection & PII dete…
54314
DevZonayed
Mochi Claim
Browser automation MCP server with persistent memory for AI assistants, enablin…
N/A N/A
54315
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
54316
3121n
statfin-mcp Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
N/A N/A
54317
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A 95
54318
mcp-v1 Claim 1
Sub-cent factual claim verification against live data sources.
N/A N/A 81
54319
jsxtech
Enables a fully local multi-agent AI system with 45 specialized agents and 50 p…
N/A N/A
54320
Patricked-code
A read-only MCP server that exposes controlled SSH tools to inventory, document…
54321
mroops0111
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
54322
MrWizardlyLoaf
rugcheck-ai Claim
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detect…
54323
human-beyond
Convert PDF bank statements to checked Excel, CSV or JSON with balance validati…
54324
cs50victor
claude-teams Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
N/A N/A
54325
GMapsExtractor
Live Google Maps business search, review, and photo data for AI agents over MCP.
54326
LinkDeal
LinkDeal Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
54327
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
54328
uno-km
A Model Context Protocol server integrating developer tools including Git contr…
54329
junter1989k-ai
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
54330
Vico86
RedditGrow Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
54331
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
54332
pipeworx-io
mcp-espn Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
54333
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
54334
mustertheforce
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
54335
cairo-pyramids
geo-mcp Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
81
54336
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
54337
zb-ss
Servonaut Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
N/A N/A
54338
berntpopp
clingen-link Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
54339
gadaffihub
Pick giveaway and raffle winners nobody can rig — verifiable by anyone, no API …
N/A N/A
54340
RoninForge
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
N/A N/A
54341
subhamyadav580
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
54342
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
54343
cyanheads
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
N/A N/A
54344
tuongbeo
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
54345
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
54346
AKzar1el
DigestSEO mcp-geo: track brand citations across five AI search engines.
N/A N/A
54347
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
54348
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
54349
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
N/A N/A 95
54350
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
Showing 54301–54350 of 66502 servers