MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

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66455
Discovered
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31797
Scored
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2112
Verified
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16953
Complete
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Last updated 3 hours, 19 minutes ago

Grade Distribution

Score Distribution

Newly Added

AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records F PumpX F InstantClips F projects F YOUB F

Biggest Gainers

StockLens +58 Fintel Discovery — Financial Intelligence for AI Agents +46 Ask AI +46

Biggest Drops

PuroAir -60 solidus -60 token-intel -55
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62001
negm17111995
Circlfi-MCP Claim
Enables AI assistants to fetch intrinsic valuations and screen US equities usin…
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62002
curievision
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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62003
Vertiiii
blender-mcp Claim
Connects Blender 3D modeling software with Claude AI, enabling natural language…
 — ○ ⏳ — N/A N/A — — —
62004
dmccaffery
A fake MCP server with 108 themed tools for testing Claude Desktop's handling o…
 — ○ ⏳ — N/A N/A — — —
62005
quangngthanh
MCP server for making API calls with authentication support. Allows configuring…
 — ○ ⏳ — N/A N/A — — —
62006
ecestnrkl
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
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62007
Queaxtra
Crankly Claim
MCP server for structured public vehicle data from StartMyCar, providing tools …
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62008
demo112
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
 — ○ ⏳ — N/A N/A — — —
62009
SkyflowFoundry
The Tavily MCP server provides search, extract, map, and crawl tools for real-t…
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62010
entanglr
Enables secure execution of Laravel Artisan commands through AI assistants, all…
 — ○ ⏳ — N/A N/A — — —
62011
bluemoonfoundry
MCP server that enables Claude to control DAZ Studio for scene manipulation, mo…
 — ○ ⏳ — N/A N/A — — —
62012
xcool2046
dountdown Claim
— ○ ⏳ — N/A N/A — 95 —
62013
vkmech999
Instantly converts any running FastAPI application into an MCP server by parsin…
 — ○ ⏳ — N/A N/A — — —
62014
Udayk0000
blender-mcp Claim
BlenderMCP connects Blender to Claude AI through the Model Context Protocol, en…
 — ○ ⏳ — N/A N/A — — —
62015
animalnots
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
 — ○ ⏳ — N/A N/A — — —
62016
emminentt
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
 — ○ ⏳ — N/A N/A — — —
62017
pipeworx-io
mcp-osrm Claim
Enables routing, distance matrices, nearest road snapping, GPS trace matching, …
 — ○ ⏳ — — — — — —
62018
seajaysec
ireal-mcp Claim
Builds piano-friendly iReal Pro chord charts with deterministic layout, harmoni…
 — ○ ⏳ — N/A N/A — — —
62019
GribStream
NOAA and ECMWF weather forecast MCP for discovery, validation, and GribStream O…
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62020
jellypod-inc
Jellypod Claim
Create, import, and publish Jellypod podcast episodes from your AI assistant.
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62021
aurasoph
klone-mcp Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
 — ○ ⏳ — N/A N/A — — —
62022
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
 — ○ ⏳ — N/A N/A — — —
62023
bwats
lifeos-mcp Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
 — ○ ⏳ — N/A N/A — — —
62024
vktr93
Reviewmetric Claim
Connecting to the ReviewMetric, 15-AI agent scientific peer review pipeline
 — ○ ⏳ — — — — — —
62025
DaveEdge1
freecad-mcp Claim
Enables to control FreeCAD from Claude Desktop through MCP, allowing CAD operat…
 — ○ ⏳ — N/A N/A — — —
62026
pipeworx-io
Access Colorado government open data via Socrata SoQL API. Enables searching da…
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62027
AmirShayegh
MCP server that enables Claude Code to send code and plans for review by OpenAI…
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62028
universal-mcp
neon Claim
Provides a standardized interface for interacting with Neon's tools and service…
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62029
rnd-pro
Multi-agent orchestration server that enables parallel task delegation, sequent…
 — ○ ⏳ — N/A N/A — — —
62030
gabriel-ferraresi
NIMGEN Claim
First MCP server for NVIDIA NIM FLUX. Generate and edit images using FLUX.1 mod…
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62031
Jonnyton
Workflow Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
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62032
alecharn
MDS MCP Claim
A lightweight MCP server that exposes read-only Cisco MDS NX-OS show commands a…
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62033
hackerpl
Enables searching Word documents on remote FTP/FTPS servers by keyword, returni…
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62034
shenyuexin
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
 — ○ ⏳ — N/A N/A — — —
62035
ingjohnfigueroablanco
Ultra-fast browser automation server over Chrome DevTools Protocol (CDP), expos…
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62036
AiAgentKarl
Provides AI agents with access to US patent data through 16 tools for search, c…
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62037
yukkie
gh-mcp Claim
A thin MCP server wrapping GitHub CLI body operations to avoid shell escaping i…
 — ○ ⏳ — N/A N/A — — —
62038
xinyuzjj
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
 — ○ ⏳ — N/A N/A — — —
62039
fatherlinux
mcp-pcloud Claim
A Model Context Protocol (MCP) server for pCloud cloud storage. Enables AI assi…
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62040
win10ogod
Enables any LLM to process arbitrarily long contexts through recursive decompos…
 — ○ ⏳ — N/A N/A — — —
62041
cr7258
Enables comprehensive configuration and management of Higress through the Model…
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62042
asas276203s
MCP server that lets Claude (and other MCP clients) create, list, read, update,…
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62043
gabrielmahia
elimu-mcp Claim
MCP server for Kenya education — school registry, KCSE/KCPE results, HELB stude…
 — ○ ⏳ — N/A N/A — — —
62044
chanchilun2004
Remote MCP server that provides Creator Recommendation API tools (creator_resea…
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62045
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
 — ○ ⏳ — — — — 81 —
62046
tensflare
truss-mcp Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
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62047
rbj2000
A database-agnostic MCP server that integrates web crawling with Retrieval Augm…
 — ○ ⏳ — N/A N/A — — —
62048
sea9401
Provides access to philosophy texts including scholarly papers from PhilPapers/…
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62049
Marco-Lelli
LegacyMCP Claim
MCP server that enables AI-powered assessment of Active Directory on-premises e…
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62050
jon933
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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Showing 62001–62050 of 66455 servers
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