MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

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66455
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31805
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2112
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16953
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Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

Newly Added

Free Official Data Samples, Provenance, Aggregations & Insights F Atlas Red mind maps F Untangle F AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records F PumpX 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
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61601
shining55-peach-p0lb
FORMLOVA Claim
Chat-first form service with 127 MCP tools across 25 categories. Create, manage…
 — ○ ⏳ — — — — 81 —
61602
breca
mcp-codemap Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
 — ○ ⏳ — N/A N/A — — —
61603
JoseLuis21
MCP server for querying Chilean electronic invoicing data via the IntegraDTE AP…
 — ○ ⏳ — N/A N/A — — —
61604
aanno
A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented …
 — ○ ⏳ — N/A N/A — — —
61605
LokiMCPUniverse
Enables AI applications to manage continuous delivery and cloud costs through t…
 — ○ ⏳ — — — — — —
61606
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
 — ○ ⏳ — — — — — —
61607
AJBogo9
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
 — ○ ⏳ — N/A N/A — — —
61608
jhlee0409
High-performance MCP server for OpenAPI specifications that parses specs, diffs…
 — ○ ⏳ — N/A N/A — — —
61609
KiritaniAyaka
test Claim
— ○ ⏳ — N/A N/A — 95 —
61610
withakay
This is a Model Context Protocol (MCP) server that allows AI assistants to inte…
 — ○ ⏳ — N/A N/A — — —
61611
gabogabucho
ACDP Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
 — ○ ⏳ — — — — — —
61612
dequive
MCP server for real-time access to Mozambican legislation, enabling search, sta…
 — ○ ⏳ — — — — — —
61613
philtzjp
A Cypher-style MCP server that enables AI agents to query and edit an Ableton L…
 — ○ ⏳ — N/A N/A — — —
61614
NellInc
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 to…
 — ○ ⏳ — — — — — —
61615
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
 — ○ ⏳ — — — — 81 —
61616
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
 — ○ ⏳ — N/A N/A — — —
61617
Orpheus-K
symbiopulse Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
 — ○ ⏳ — N/A N/A — 95 —
61618
Eduvent
This MCP server connects Claude with Anki, allowing users to create flashcards …
 — ○ ⏳ — N/A N/A — — —
61619
li3jia4hao5-hue
jc-mcp Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
 — ○ ⏳ — — — — — —
61620
Elraian
mcpvault Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
 — ○ ⏳ — N/A N/A — — —
61621
Clickdzpro1
Supercharges any Notion workspace with an AI chatbot and MCP server, enabling n…
 — ○ ⏳ — N/A N/A — — —
61622
MaoBui2907
Provides tools to access Vietnam stock market data, including stock prices, fin…
 — ○ ⏳ — — — — — —
61623
MaybeLOL
Captures live conversation snapshots every 5 prompts and provides semantic reca…
 — ○ ⏳ — N/A N/A — — —
61624
Lexus2016
Provides persistent, local-first memory with knowledge graph and hybrid search …
 — ○ ⏳ — N/A N/A — — —
61625
Shin-sibainu
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
 — ○ ⏳ — — — — — —
61626
Anjani27
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
 — ○ ⏳ — — — — — —
61627
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
 — ○ ⏳ — N/A N/A — — —
61628
peakacom
Model Context Protocol (MCP) server that provides access to Peaka's API endpoin…
 — ○ ⏳ — N/A N/A — — —
61629
Corrame
exobrain-mcp Claim
Personal AI cognitive exobrain server providing long-term, emotionally-tagged m…
 — ○ ⏳ — N/A N/A — — —
61630
RoyDGerkoeter
Enables natural language control of Ableton Live through Claude, including sess…
 — ○ ⏳ — N/A N/A — — —
61631
blackdragoon26
Enables LLMs to safely write and run bpftrace scripts against the Linux kernel …
 — ○ ⏳ — N/A N/A — — —
61632
guh
guhhan4678 Claim
— ○ ⏳ — N/A N/A — 95 —
61633
albeorla
Enables AI agents to manage personal finances with deterministic, grounded tool…
 — ○ ⏳ — N/A N/A — — —
61634
nx-solutions-ug
MCP server that exposes Chronova developer productivity data to AI agents. Buil…
 — ○ ⏳ — — — — — —
61635
marcellkehmstedt
An MCP server that gives Claude access to your SoundCloud library, allowing you…
 — ○ ⏳ — — — — — —
61636
syn7xx
Enables AI assistants to interact with TestOps 5.25 for managing projects, test…
 — ○ ⏳ — — — — — —
61637
twilize5
PBIFORGE Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
 — ○ ⏳ — — — — — —
61638
lemosjs
Search and discover Lottie animations through MCP tools, deployed on Cloudflare…
 — ○ ⏳ — N/A N/A — — —
61639
avg-ape
An MCP server that provides operational tooling over the GitHub API — issue tri…
 — ○ ⏳ — — — — — —
61640
jiabin-24
Mail MCP Claim
An email assistant MCP server that enables mailbox operations such as listing f…
 — ○ ⏳ — — — — — —
61641
Augustin-Gorge
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
 — ○ ⏳ — — — — — —
61642
Auxin-io
Miami Friend Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
 — ○ ⏳ — N/A N/A — 95 —
61643
xalantis-hub
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
 — ○ ⏳ — N/A N/A — — —
61644
pipeworx-io
Enables searching, exploring, and querying Angers Loire Métropole open data dat…
 — ○ ⏳ — — — — — —
61645
ngsanthosh
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
 — ○ ⏳ — N/A N/A — — —
61646
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
 — ○ ⏳ — N/A N/A — — —
61647
Timwal78
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
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61648
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
 — ○ ⏳ — — — — 81 —
61649
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
 — ○ ⏳ — N/A N/A — — —
61650
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
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Showing 61601–61650 of 66455 servers
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