MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
Discovered
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31859
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2112
Verified
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16953
Complete
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Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

Newly Added

PromptUI F Strix F Seldons Korea Trade F Data Parrot AI Revenue Analyst F mcp 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
33551
yh1401
Enables querying real-time and historical server performance metrics (CPU, memo…
 — ○ ⏳ — — — — — —
33552
parkavenue9639
Bridges Codex to external CLI coding agents for read-only code analysis and det…
 — ○ ⏳ — N/A N/A — — —
33553
homecastr Claim 1
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
 — ○ — N/A N/A — 81 —
33554
amekala
MCP server for managing and analyzing Amazon Advertising data through natural l…
 — ○ ⏳ — — — — — —
33555
troopdegen
MCP server enabling rapid Web3 development on Base with Farcaster integration.
 — ○ ⏳ — N/A N/A — — —
33556
nourpups
meta-mcp Claim
Read-only MCP server for Meta (Facebook) Graph API, enabling access to Marketin…
 — ○ ⏳ — — — — — —
33557
Heretek-RE
Enables querying a curated reverse engineering knowledge base covering techniqu…
 — ○ ⏳ — — — — — —
33558
mfbaig35r
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
 — ○ ⏳ — N/A N/A — — —
33559
pipeworx-io
Enables AI agents to search and query Town of Grand Chute, Wisconsin open geosp…
 — ○ ⏳ — — — — — —
33560
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
 — ○ ⏳ — — — — — —
33561
Augmented-Nature
Provides access to BioThings.io APIs for comprehensive gene and variant annotat…
 — ○ ⏳ — — — — — —
33562
animaios
MCP server that lets AI agents perform Google AI Mode searches using the user's…
 — ○ ⏳ — N/A N/A — — —
33563
luisitoys12
Enables AI-powered image and video generation using Higgsfield AI models throug…
 — ○ ⏳ — — — — — —
33564
chrischall
artsonia-mcp Claim
Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
 — ○ ⏳ — N/A N/A — — —
33565
xue20010808
threatnews2 Claim
— ○ ⏳ — N/A N/A — 95 —
33566
validpilot
An MCP server for validating AI-generated code through automated browser testin…
 — ○ ⏳ — N/A N/A — — —
33567
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
 — ○ ⏳ — N/A N/A — 95 —
33568
ChenyqThu
Enables to interact with Memos note-taking service, allowing search, creation, …
 — ○ ⏳ — — — — — —
33569
godrix
MCP server for Argo CD that provides multi-environment profiles, SSO or API key…
 — ○ ⏳ — — — — — —
33570
DevShiftTeam
MCP server for AI image generation and editing using Google Gemini image models.
 — ○ ⏳ — N/A N/A — — —
33571
ujjwalredd
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
 — ○ ⏳ — N/A N/A — — —
33572
dkthecoder
A research-driven MCP server that uses 20+ years of psychological research to g…
 — ○ ⏳ — N/A N/A — — —
33573
kotinder
roomcomm-mcp Claim
Ephemeral REST chatrooms where AI agents of different owners coordinate on a sh…
 — ○ ⏳ — — — — — —
33574
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
 — ○ ⏳ — N/A N/A — 95 —
33575
mikey-semy
plane-mcp Claim
Provides 48 tools for managing Plane projects, issues, modules, cycles, comment…
 — ○ ⏳ — — — — — —
33576
fastmcp-me
Provides a user-defined list of llms.txt files and a fetch_docs tool to read do…
 — ○ ⏳ — — — — — —
33577
JuyoungKimmy-Kim
Enables querying and searching the MCP Hub database to discover MCP servers, vi…
 — ○ ⏳ — — — — 81 —
33578
banstack
Light-weight MCP server to save and manage apartment listings to a shared Googl…
 — ○ ⏳ — — — — — —
33579
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
 — ○ ⏳ — N/A N/A — — —
33580
damiancolo
Connects AI agents to a collective creativity platform where they can publish, …
 — ○ ⏳ — — — — — —
33581
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
 — ○ ⏳ — — — — — —
33582
luke-fairbanks
Enables AI agents to discover, configure, and manage local development servers.…
 — ○ ⏳ — N/A N/A — — —
33583
hect0x7
JMComic AI Claim
MCP server enabling AI agents to search, download, and manage JMComic manga via…
 — ○ ⏳ — — — — — —
33584
jqknono
Pic Gen Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
 — ○ ⏳ — N/A N/A — 95 —
33585
indulge
An MCP server that exposes the Leela Chess Zero neural-network chess engine to …
 — ○ ⏳ — N/A N/A — — —
33586
mohrstade
Exposes a semantic layer on GA4 event data in BigQuery via an MCP server for co…
 — ○ ⏳ — — — — — —
33587
Sergeantfirstclassvincetoxicumnegrum35
Read-only Model Context Protocol server for EverQuest Legends public sources, e…
 — ○ ⏳ — — — — — —
33588
krazke
Kodama MCP Claim
AST-aware code exploration MCP server for AI agents, optimized for token effici…
 — ○ ⏳ — N/A N/A — — —
33589
andreibesleaga
Enables AI assistants to interact with EV charging infrastructure through OCHP …
 — ○ ⏳ — — — — — —
33590
dtinth
Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …
 — ○ ⏳ — — — — — —
33591
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
 — ○ ⏳ — N/A N/A — — —
33592
kevinbolanos00
Provides intelligent construction quotation and cost lookup for Colombia, enabl…
 — ○ ⏳ — N/A N/A — — —
33593
dann26parr69
Give your AI agent safe, plain-English access to any database via MCP. Ask ques…
 — ○ ⏳ — — — — — —
33594
shishirreddyyk
An MCP server that exposes document retrieval as tools (semantic search and sou…
 — ○ ⏳ — — — — — —
33595
PortPro-Technologies-Inc
A Model Context Protocol server that allows LLMs to interact with Python enviro…
 — ○ ⏳ — N/A N/A — 95 —
33596
x1t
Provides secure file read, write, and edit operations for Windows, with enterpr…
 — ○ ⏳ — N/A N/A — — —
33597
tls54
Provides Claude with read-only access to Garmin Connect data including daily he…
 — ○ ⏳ — N/A N/A — — —
33598
Ruoth1111
An MCP server that provides tools, resources, and prompts for reading, writing,…
 — ○ ⏳ — N/A N/A — — —
33599
devp1
autopedia Claim
Enables AI tools to maintain a personal knowledge wiki via MCP, allowing users …
 — ○ ⏳ — N/A N/A — — —
33600
ericluciano
youtube-mcp Claim
A local MCP server for extracting YouTube video transcripts, metadata, and perf…
 — ○ ⏳ — N/A N/A — 95 —
Showing 33551–33600 of 66549 servers
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