MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

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67181
Discovered
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32311
Scored
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2112
Verified
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16953
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Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

Newly Added

AI-Translators F mcp F mazdek AI — Kurdish Language Tools F Coach MCP F Chasync F

Biggest Gainers

cortex +49 Ship24 Tracking +47 DevRel Directory +46

Biggest Drops

ca-rate-filings -60 the-floor -60 CoreModels -60
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34801
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
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34802
AHM215
An MCP server that provides tools to interact with the LeetCode API, enabling p…
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34803
slavovthinks
tecton-mcp Claim
Enables interaction with Tecton clusters through MCP, allowing management of fe…
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34804
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
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34805
myers-gh1328
Enables read-only querying of Grafana Loki logs through tools like label discov…
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34806
IshanGoyal
Read-only canonical igoyal.ai Markdown resources, including MPP-paid city guide…
 — ○ ⏳ — — — — — —
34807
argorant
Argorant Claim
Verified B2B contact data: size a market free, reveal or export when the segmen…
 — ○ ⏳ — — — — — —
34808
spajjuri.pro
vsfclubnew4 Claim
— ○ ⏳ — N/A N/A — 95 —
34809
beare
opennews-mcp Claim
Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
 — ○ ⏳ — — — — — —
34810
VikashLoomba
Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…
 — ○ ⏳ — N/A N/A — — —
34811
kamalrana22
colab-mcp Claim
Bridges a local AI agent to a Colab session in the browser, enabling code execu…
 — ○ ⏳ — N/A N/A — — —
34812
hdresearch
kips Claim
Personal data management MCP server that stores and queries notes, tasks, conve…
 — ○ ⏳ — N/A N/A — — —
34813
codewithcheese
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
 — ○ ⏳ — N/A N/A — — —
34814
Bikram2112
ClaimHit Claim
Find products & standards using a patent - verified targets for licensing or en…
 — ○ ⏳ — — — — — —
34815
yasuoskywalker233
MCP server to control StarRailAssistant (SRA) on Windows. Enables listing task …
 — ○ ⏳ — N/A N/A — — —
34816
marabian
Enables image generation and editing via OpenAI's gpt-image-1 model, with optio…
 — ○ ⏳ — N/A N/A — — —
34817
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
 — ○ ⏳ — — — — — —
34818
royashbrook
hush Claim
A secret store for AI agents: the agent never sees the plaintext.
 — ○ ⏳ — — — — — —
34819
cu0001
Enables AI assistants to interact with IBM SVC storage systems, checking system…
 — ○ ⏳ — — — — — —
34820
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
 — ○ ⏳ — — — — 81 —
34821
VGFP
Provides AI agents with access to the Colyseus documentation, enabling searchin…
 — ○ ⏳ — N/A N/A — — —
34822
AgentMP
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
 — ○ ⏳ — — — — — —
34823
joinfreeplay
Enables AI agents to browse, accept, and complete paid offers from a marketplac…
 — ○ ⏳ — N/A N/A — 95 —
34824
gixia-org
Logs and analyzes AI assistant conversations, including file operations and too…
 — ○ ⏳ — N/A N/A — — —
34825
Lokesh-2025
An MCP server that provides real-time IBM Quantum device data including queue d…
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34826
jouve
Bridges a Matrix room with Claude Code's claude/channel feature, enabling chat …
 — ○ ⏳ — — — — — —
34827
Moestradamus-Productions
A development framework for restaurant booking automation that is currently onl…
 — ○ ⏳ — N/A N/A — 95 —
34828
srotzin
A remote MCP server for Structural Lateration that provides tools to price, min…
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34829
sanketjoshi2012
Enables conversational AI to fetch live World Cup matches, standings, results, …
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34830
sjgant80-hub
fallmage-mcp Claim
MCP server for the foldkit SDK, exposing 7-prime spine, 7 κ-bands, and 6 fold o…
 — ○ ⏳ — N/A N/A — — —
34831
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
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34832
sarvea45
MCP server that exposes a university course catalog to LLMs, enabling course se…
 — ○ ⏳ — — — — — —
34833
srikanth-karthi
Enables searching and retrieving portfolio data including experience, skills, a…
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34834
RawsTourix
MCP server combining KudaGo and Nominatim APIs with configurable stdio or strea…
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34835
parthhimself0
Enables searching products, browsing categories, checking gold rates, tracking …
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34836
RaghavOfficialGit
Enables querying ABAP programs, classes, function modules, and other objects fr…
 — ○ ⏳ — N/A N/A — — —
34837
epilande
An MCP server that provides real-time information access using Google Gemini's …
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34838
agentpatternscatalog
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
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34839
Fromzy1
An MCP server that enables AI assistants to diagnose network and service proble…
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34840
UnifiedOffer
AI-powered e-commerce product search, affiliate links, and price negotiation
 — ○ ⏳ — N/A N/A — 95 —
34841
ahmetbarut
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
 — ○ ⏳ — — — — — —
34842
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
 — ○ ⏳ — N/A N/A — 95 —
34843
seankrux
harpa Claim
— ○ ⏳ — N/A N/A — 95 —
34844
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
 — ○ ⏳ — — — — — —
34845
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
 — ○ ⏳ — N/A N/A — — —
34846
zenlyticgreg
A production-grade MCP server for querying U.S. Census Bureau data (ACS 5-Year …
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34847
breverdbidder
BidDeed MCP Claim
AI-powered foreclosure auction intelligence for Florida counties via MCP tools.
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34848
chinpeerapat
Enables job search and scraping across multiple job boards (LinkedIn, Indeed, G…
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34849
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
 — ○ ⏳ — — — — — —
34850
api-search
apis-io Claim
Read-only MCP server over the APIs.io catalog — discover APIs, providers, tags …
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Showing 34801–34850 of 67181 servers
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