MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
66549
Discovered
→
31852
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F Atmita F AnimGen F 24好玩 · 方案空间 F Person Enrichment F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36451
yonghwan1106
Safety middleware for AI computer use agents that monitors, enforces policies, …
 — ○ ⏳ — N/A N/A — — —
36452
Quantiser
Enables AI assistants to query VersionOne for stories, features (epics), and th…
 — ○ ⏳ — N/A N/A — — —
36453
rozek
An MCP server that lets an LLM build, inspect and drive a running BrowserCard d…
 — ○ ⏳ — — — — — —
36454
egtai
MCP-GMX-VMD Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
 — ○ ⏳ — N/A N/A — — —
36455
krackenservices
Enables querying and analyzing distributed traces from Jaeger, including servic…
 — ○ ⏳ — N/A N/A — — —
36456
noritaka88ta
Enables delegation of work to AI agents with cryptographic verification and tok…
 — ○ ⏳ — N/A N/A — — —
36457
Morpheis
carapace-mcp Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
 — ○ ⏳ — N/A N/A — — —
36458
NahidAkhter
Provides access to the GNews API for searching news articles and getting top he…
 — ○ ⏳ — — — — — —
36459
rafaelprimeiro
Integrates with the Mercado Livre API to enable management of sales, shipments,…
 — ○ ⏳ — N/A N/A — — —
36460
NoMiddleInc
AI-powered content marketing MCP server for creating branded video reels, Linke…
 — ○ ⏳ — N/A N/A — — —
36461
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
 — ○ ⏳ — N/A N/A — — —
36462
asanchez75
— ○ ⏳ — N/A N/A — 95 —
36463
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
 — ○ ⏳ — N/A N/A — 95 —
36464
gnlds
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
 — ○ ⏳ — — — — — —
36465
riisager
FullMention Claim
A secure, high-performance MCP server that gives AI models and agents (like Cur…
 — ○ ⏳ — — — — — —
36466
jbarket
loom Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
 — ○ ⏳ — N/A N/A — — —
36467
XBP-Europe
A universal mathematics MCP server that gives LLM clients full access to SageMa…
 — ○ ⏳ — — — — — —
36468
MCP-Mirror
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
 — ○ ⏳ — N/A N/A — 95 —
36469
oliverames
Provides full Sprout Social API coverage for AI-powered social media management…
 — ○ ⏳ — — — — — —
36470
Superuser666-Sigil
Provides IDE-like code navigation and search for local repositories, enabling A…
 — ○ ⏳ — — — — — —
36471
mcpslim
A token-optimized filesystem MCP server that groups 14 tools into 6 semantic op…
 — ○ ⏳ — N/A N/A — — —
36472
xano-inc
An MCP server and standalone library that gives AI assistants superpowers for d…
 — ○ ⏳ — — — — — —
36473
lazymac2x
Cloudflare Workers MCP server: ai-model-router
 — ○ ⏳ — — — — — —
36474
ThiTheGoat
of-mcp Claim
Provides MCP tools to search, retrieve, and answer questions from the public Op…
 — ○ ⏳ — N/A N/A — 95 —
36475
yksanjo
rights-mcp Claim
Enables AI agents to search, license, and pay for rights-clean music per use, r…
 — ○ ⏳ — — — — — —
36476
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
 — ○ ⏳ — N/A N/A — — —
36477
pipeworx-io
Enables searching and retrieving detailed information about items from the Smit…
 — ○ ⏳ — — — — — —
36478
DasClown
MCP server that gives AI agents real-time German electricity price forecasts.
 — ○ ⏳ — N/A N/A — — —
36479
blpancholi
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
 — ○ ⏳ — N/A N/A — — —
36480
QL1009
An MCP server integrating LangChain, RAG, and Agent to provide knowledge retrie…
 — ○ ⏳ — N/A N/A — — —
36481
QianJue-CN
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
 — ○ ⏳ — N/A N/A — — —
36482
pipeworx-io
mcp-kitsu Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
 — ○ ⏳ — — — — — —
36483
feamster
Enables reading, analyzing, creating, and managing Google Calendar events acros…
 — ○ ⏳ — N/A N/A — — —
36484
YUHAI0
Provides AI assistants with real-time and historical Chinese stock, ETF, index,…
 — ○ ⏳ — — — — — —
36485
pkoch73
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
 — ○ ⏳ — — — — — —
36486
Faust-Donf
A boilerplate for building local Node.js MCP servers that integrate with ChatGP…
 — ○ ⏳ — N/A N/A — — —
36487
FINCH285
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
 — ○ ⏳ — — — — — —
36488
hassan3301
VeloceMCP Claim
A read-only MCP server that enables restaurant staff to query Veloce POS data u…
 — ○ ⏳ — — — — — —
36489
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
 — ○ ⏳ — N/A N/A — — —
36490
abstractwebunit
Enables AI to search, retrieve, list notes, and get backlinks from a published …
 — ○ ⏳ — — — — — —
36491
eitan3
A multi-account MCP server providing 72 tools for Gmail and Google Calendar, wi…
 — ○ ⏳ — — — — — —
36492
liliya0822
Manchu-Chinese bidirectional translation and morphological analysis server with…
 — ○ ⏳ — — — — — —
36493
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
 — ○ ⏳ — N/A N/A — — —
36494
wawimundo
Enables an AI assistant to send and read Viber messages by automating the Viber…
 — ○ ⏳ — N/A N/A — 95 —
36495
Zeliper
z-code-mcp Claim
Enables orchestration of multiple Claude Code sessions for complex multi-task c…
 — ○ ⏳ — N/A N/A — — —
36496
cognis-digital
ragkit Claim
A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data…
 — ○ ⏳ — N/A N/A — — —
36497
HikmetCTK
A powerful MCP server that helps you discover relevant repositories from your o…
 — ○ ⏳ — N/A N/A — — —
36498
waldzellai
Provides instant access to Exa's neural search API documentation, code examples…
 — ○ ⏳ — N/A N/A — — —
36499
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
 — ○ ⏳ — N/A N/A — — —
36500
Elmaldelego
Enables users to generate complete HACCP analyses enriched with real FDA recall…
 — ○ ⏳ — — — — — —
Showing 36451–36500 of 66549 servers
« Prev 1 … 728 729 730 731 732 … 1331 Next »