MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

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67286
Discovered
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32341
Scored
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2112
Verified
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16953
Complete
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Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

Newly Added

CommercialBuses F Cogram Project F ChainFolioAI F Belindoc Translator F AI Daily Brew F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59951
tahasiddiquii
An MCP server that enforces access control on internal knowledge, ensuring agen…
 — ○ ⏳ — N/A N/A — — —
59952
jsgorana
ignition-mcp Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
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59953
Sweatpantslife
Provides full MCP integration with a self-hosted NocoDB instance, enabling LLMs…
 — ○ ⏳ — N/A N/A — — —
59954
sorakiu
CLI and MCP server for reading and writing Elementor page data on WordPress.
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59955
zhaoyuxuan
An MCP server agent that enables analysis of YouTube videos by extracting trans…
 — ○ ⏳ — — — — 81 —
59956
mohammadtakneshan
Read-only MCP server for Google Merchant Center, Google Search Console, Google …
 — ○ ⏳ — N/A N/A — — —
59957
vasylenko
markfetch Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
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59958
chandanCoding
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
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59959
moliver28
MCP server for AnythingLLM that enables AI document chat platform interaction w…
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59960
amruthpillai
Free open-source resume builder with remote MCP tools for resumes and job appli…
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59961
spudmashmedia
unity-kb-mcp Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
 — ○ ⏳ — N/A N/A — — —
59962
spr7a
A complete, all-in-one MCP server for Codeforces, enabling AI assistants to acc…
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59963
cskwork
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
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59964
nisalgunawardhana
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
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59965
hisasann
Control Apple Music via natural language from Claude Code, with the ability to …
 — ○ ⏳ — N/A N/A — — —
59966
lukleh
A secure MCP server for Grafana that provides read-only access by default, with…
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59967
nim-lang
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
 — ○ ⏳ — N/A N/A — — —
59968
patrickomatik
mcp-bash Claim
Enables execution of bash commands via MCP, allowing clients to run shell comma…
 — ○ ⏳ — N/A N/A — — —
59969
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
 — ○ ⏳ — N/A N/A — — —
59970
rrjoson
test-mcp Claim
A minimal test MCP server built with TypeScript, demonstrating basic Model Cont…
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59971
inspectorjake
Connects AI assistants to Chrome DevTools, enabling page inspection via ARIA tr…
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59972
deng1986
Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enab…
 — ○ ⏳ — N/A N/A — — —
59973
president-xd
ossec-mcp Claim
MCP server that exposes OSSEC HIDS security monitoring capabilities as tools, r…
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59974
voidtype
slsk-mcp Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
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59975
jordan23wagner-ops
A persistent semantic memory layer for AI coding agents, enabling storage and r…
 — ○ ⏳ — N/A N/A — — —
59976
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
 — ○ ⏳ — N/A N/A — — —
59977
tzervas
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
 — ○ ⏳ — N/A N/A — — —
59978
patwalls
pulse-mcp Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
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59979
mcp-research
mysql-mcp Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
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59980
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
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59981
lewenbach228
Provides code auditing tools including repository cloning, AST analysis, securi…
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59982
Reecepoulsen
A lightweight MCP server that gives AI coding assistants full development capab…
 — ○ ⏳ — N/A N/A — — —
59983
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
 — ○ ⏳ — N/A N/A — 81 —
59984
Sushank05
mcp-doorman Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
 — ○ ⏳ — N/A N/A — — —
59985
zoharbabin
Enforces brand writing guidelines in Claude Code by analyzing Markdown files fo…
 — ○ ⏳ — N/A N/A — — —
59986
fastmcp-me
APIWeaver Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
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59987
adityash8
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
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59988
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
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59989
ahmedEid1
Thoth Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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59990
chameleonscool
A multi-modal user intent collection MCP server that allows AI agents to ask us…
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59991
Moowningstar
Enables AI agents to interact with a persistent knowledge graph backend using M…
 — ○ ⏳ — N/A N/A — — —
59992
ArkTechNWA
A federation MCP server that sits in front of multiple memory backends and pres…
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59993
eugene-tarakanov-e8wt
telldone Claim
— ○ ⏳ — N/A N/A — 95 —
59994
uitkhoanna
An MCP server that audits zero-knowledge circuits (Circom, Noir, Halo2) for sou…
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59995
heikoliedtke
Enables querying nearby stations and departure boards using the RMV public tran…
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59996
jadchene
MCP Gateway Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
 — ○ ⏳ — N/A N/A — — —
59997
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
 — ○ ⏳ — N/A N/A — 95 —
59998
Wzhang3912
Model Context Protocol (MCP) server that drives OpendTect headlessly for SEG‑Y …
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59999
signdocsbrasil
mcp-server Claim
Assinatura eletrônica no Brasil (ICP-Brasil): envie, assine e verifique com sua…
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60000
kanopi
A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call…
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Showing 59951–60000 of 67286 servers
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