MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51301
verbart
tradernet Claim
— ○ ⏳ — N/A N/A — 95 —
51302
the-meta-value
else_when Claim
— ○ ⏳ — N/A N/A — 95 —
51303 — ○ ⏳ — N/A N/A — 95 —
51304
non4me
CC2CC Claim
Enables file-based agent-to-agent communication between Claude Code instances o…
— ○ ⏳ — N/A N/A — — —
51305
marcoldenburg
RGate MCP Claim
Release gate agents call before they tell users a public website is ready to sh…
— ○ ⏳ — — — — — —
51306
930m310n
mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
— ○ ⏳ — N/A N/A — — —
51307
info-00wt
HemmaBo Claim 1
MCP server for vacation rental direct bookings. Search properties, check availa…
— ○ ⏳ — — — — 81 —
51308
apix420
apix420 Claim
— ○ ⏳ — N/A N/A — 95 —
51309
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
— ○ ⏳ — N/A N/A — — —
51310
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
— ○ ⏳ — — — — — —
51311
AlaeddineMessadi
A multimodal local memory MCP server that lets AI agents search across text, PD…
— ○ ⏳ — N/A N/A — — —
51312
glasswarp
Glasswarp Claim
Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
— ○ ⏳ — — — — — —
51313
soapnoteaicom
SOAPNoteAPI Claim
Generate clinical SOAP notes, billing codes, and visit summaries from transcrip…
— ○ ⏳ — N/A N/A — — —
51314
Gabry848
cli-mcp Claim
Provides secure execution of terminal commands (PowerShell, CMD, shell) with co…
— ○ ⏳ — N/A N/A — — —
51315
La0bALanG
Enables solving math, physics, chemistry and other subject problems from images…
— ○ ⏳ — — — — — —
51316
parkavenue9639
Bridges Codex to external CLI coding agents for read-only code analysis and det…
— ○ ⏳ — N/A N/A — — —
51317
sirmews
mcp-upbank Claim
Enables querying Up Bank account transactions and spending habits through natur…
— ○ ⏳ — — — — — —
51318
asmodeoux
Search multi-merchant supply, checkout, and track orders via MCP.
— ○ ⏳ — — — — — —
51319
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
— ○ ⏳ — N/A N/A — — —
51320
beautyfree
mcp-telegram Claim
A Telegram MCP server that connects agents to a real Telegram user account via …
— ○ ⏳ — N/A N/A — — —
51321
OV3RK177
kairos-signal Claim 1
DePIN supply telemetry for 171 networks with verify-yourself provenance URLs. $…
— ○ ⏳ — — — — 67 —
51322
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
— ○ ⏳ — — — — — —
51323
Ishaan24687
Connects Claude Desktop to a healthcare claims database for natural-language an…
— ○ ⏳ — N/A N/A — — —
51324
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
— ○ ⏳ — — — — — —
51325
online111111
Provides advanced web search, content extraction, site crawling, mapping, and A…
— ○ ⏳ — — — — — —
51326
F43nris
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
— ○ ⏳ — — — — — —
51327
andrewmalov
mcp-imap Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
— ○ ⏳ — N/A N/A — — —
51328
tonguyenducmanh
An MCP server that enables interaction with MySQL databases through the Model C…
— ○ ⏳ — N/A N/A — 95 —
51329
hemanth
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
— ○ ⏳ — — — — — —
51330
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
— ○ ⏳ — — — — 81 —
51331
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
— ○ ⏳ — N/A N/A — 95 —
51332
ergunsh
ask-user Claim
An MCP App that enables AI agents to ask users multiple questions with tab-base…
— ○ ⏳ — — — — — —
51333
LazaUK
Enables AI agents to query and mutate data in Microsoft Fabric data warehouse v…
— ○ ⏳ — — — — — —
51334
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
— ○ ⏳ — — — — 81 —
51335
DanielTomaro13
Live sports data & cross-book betting odds — ~500 tools, 28 providers, free, ze…
— ○ ⏳ — N/A N/A — 95 —
51336
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
— ○ ⏳ — — — — — —
51337
devvdpatel
Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018…
— ○ ⏳ — N/A N/A — — —
51338
TickTockBent
Moist Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
— ○ ⏳ — N/A N/A — — —
51339
CSOAI-ORG
email-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51340
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
— ○ ⏳ — N/A N/A — — —
51341
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
— ○ ⏳ — — — — 81 —
51342
regulad
vnc-mcp Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
— ○ ⏳ — N/A N/A — — —
51343
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
— ○ ⏳ — — — — — —
51344
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
— ○ ⏳ — N/A N/A — — —
51345
deduble
Provides grounded web search and research capabilities using Google's Gemini mo…
— ○ ⏳ — N/A N/A — — —
51346
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
— ○ ⏳ — N/A N/A — 95 —
51347
PramodDutta
qaskills Claim
Search, inspect, and install 400+ QA testing skills from qaskills.sh into any M…
— ○ ⏳ — N/A N/A — — —
51348
capybarist
acquis Claim
Verified EU law: verbatim, signed provisions with EUR-Lex links. Read-only, not…
— ○ ⏳ — — — — — —
51349
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
— ○ ⏳ — N/A N/A — — —
51350
pipeworx-io
Enables querying and exploring City of Eagan open geospatial data (parcels, zon…
— ○ ⏳ — — — — — —
Showing 51301–51350 of 69182 servers