MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40151
elicitly
Elicitly Pro Claim
Human-in-the-loop for AI agents over MCP: durable approvals with a hosted revie…
— ○ ⏳ — — — — — —
40152
w4sspr
Query UK charity data via MCP, including charity details, financial history, tr…
— ○ ⏳ — N/A N/A — — —
40153
mayur200904
Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP …
— ○ ⏳ — — — — — —
40154
vtemian
Enables AI video generation from text prompts, status monitoring, and video man…
— ○ ⏳ — N/A N/A — — —
40155
cmendezs
German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT vali…
— ○ ⏳ — N/A N/A — — —
40156
anki-mcp
Enterprise-grade Anki integration with natural language interaction, comprehens…
— ○ ⏳ — N/A N/A — 95 —
40157
Nisarg-Shah2302
Enables managing daily change logs with automatic formatting, intelligent monit…
— ○ ⏳ — N/A N/A — — —
40158
mnemosics
Save AI conversations into your Worldku memory and recall them from any MCP cli…
— ○ ⏳ — — — — — —
40159
wiklob
A self-hosted MCP server for Linear that reduces response sizes by field-select…
— ○ ⏳ — — — — — —
40160
baller-coder
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
— ○ ⏳ — — — — — —
40161
dubnium0
ffmpeg-mcp Claim
Enables comprehensive video/audio processing, analysis, and streaming via natur…
— ○ ⏳ — N/A N/A — — —
40162 — ○ ⏳ — N/A N/A — 95 —
40163
RenatoAscencio
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
— ○ ⏳ — — — — — —
40164
cyanheads
Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather C…
— ○ ⏳ — — — — — —
40165
zvmzaretsky
Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. …
— ○ ⏳ — — — — — —
40166
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
— ○ ⏳ — — — — — —
40167
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
— ○ ⏳ — — — — — —
40168
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
— ○ ⏳ — — — — 81 —
40169
M4GNV5
Enables AI agents to edit and serve a static website via natural language, prov…
— ○ ⏳ — — — — — —
40170
vruum-gtm
mcp Claim
Vruum AI revenue platform — outbound, deals, pipeline & CRM automation over one…
— ○ ⏳ — — — — — —
40171
apify
actors-mcp-server ⚡ Claim
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
— ○ ⏳ — — — — 86 —
40172
delneg
Read-only catalog of gift cards, service top-ups and travel eSIMs sold by Blink…
— ○ ⏳ — — — — 67 —
40173
Ansvar-Systems
Enables querying Maltese cybersecurity regulations, decisions, and requirements…
— ○ ⏳ — — — — — —
40174
Dithilli
Enables AI assistants to interact with FontLab for font design and manipulation…
— ○ ⏳ — N/A N/A — — —
40175
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
— ○ ⏳ — — — — — —
40176
AyoubTadlaoui
npmguard Claim
Pre-install risk gate for npm packages. Stops AI coding agents from running mal…
— ○ ⏳ — N/A N/A — — —
40177
hanzochang
Enables users to generate color palettes (complementary, analogous, triadic, et…
— ○ ⏳ — N/A N/A — — —
40178
ximenchuifeng
Enables Codex to delegate implementation tasks to Kimi Code while managing serv…
— ○ ⏳ — N/A N/A — — —
40179
angrysky56
Enables creating, manipulating, and managing Mermaid diagrams with automatic sa…
— ○ ⏳ — N/A N/A — — —
40180
JinsongRoh
pydoll-mcp Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
— ○ ⏳ — — — — — —
40181
cafeasp
netsuite-mcp Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
— ○ ⏳ — — — — — —
40182
Neige-Neige
A generic MCP memory service that provides AI clients with long-term memory cap…
— ○ ⏳ — — — — — —
40183
nextdev-labs
Nextdev MCP Claim
Recommends APIs to AI agents based on agent-readiness and use-case keyword over…
— ○ ⏳ — — — — — —
40184
kenda-co
Lets AI hosts answer questions about Kenda token spend and waste directly from …
— ○ ⏳ — — — — — —
40185
SiliconAnalysts
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
— ○ ⏳ — — — — — —
40186
getspm
Durable, shareable and governed project memory with smart triage and explicit p…
— ○ ⏳ — — — — — —
40187
mdemyanov
ktalk-mcp Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
— ○ ⏳ — — — — — —
40188
TegroTON
Read-only MCP server for Tegro Finance DEX on TON blockchain, enabling AI assis…
— ○ ⏳ — — — — — —
40189
hypawave
hypawave Claim
Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover f…
— ○ ⏳ — N/A N/A — — —
40190
DoomsdayxProductions
Reaper MCP Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
— ○ ⏳ — N/A N/A — — —
40191
getvaletparking
MCP server for valet parking: 789 US operators across 31,186 cities. 7 tools. N…
— ○ ⏳ — — — — — —
40192
coddy-project
coddy-agent Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
— ○ ⏳ — N/A N/A — — —
40193
yuchi-chang
obsidian-mcp Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
— ○ ⏳ — N/A N/A — — —
40194
trynullsec
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
— ○ ⏳ — N/A N/A — — —
40195
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
— ○ ⏳ — N/A N/A — — —
40196
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
— ○ ⏳ — — — — — —
40197
Tafeen
An MCP server that exposes Homebox inventory management as tools for AI agents,…
— ○ ⏳ — — — — — —
40198
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
— ○ ⏳ — N/A N/A — — —
40199
liquid-public
coinvest-mcp Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
— ○ ⏳ — N/A N/A — — —
40200
m-musaz
Enables reviewing GitHub pull requests via ChatGPT, including listing PRs, view…
— ○ ⏳ — — — — — —
Showing 40151–40200 of 69365 servers
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