MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

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64728
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30703
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2112
Verified
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16953
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Last updated 2 minutes ago

Grade Distribution

Score Distribution

Newly Added

Verified Tools — AI Visibility Monitoring F mess F social F WorkOS F tw-market-data F

Biggest Gainers

agent-mcp +31 Mozaika +29 signals +23

Biggest Drops

Sunrays — Local Service Booking -56 agentwork-mcp -56 Flatland -25
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33751
Santiagociroc11
Dynamis Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
 — ○ ⏳ — N/A N/A — — —
33752
laurentvv
Crawl4AI MCP Claim
Enables AI assistants to crawl websites, extract dynamic content, navigate link…
 — ○ ⏳ — N/A N/A — — —
33753
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
 — ○ ⏳ — N/A N/A — 95 —
33754
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
 — ○ ⏳ — — — — — —
33755
Billionaire664
Valta Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
 — ○ ⏳ — N/A N/A — — —
33756
JoaoBerne
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, …
 — ○ ⏳ — N/A N/A — — —
33757
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
 — ○ ⏳ — — — — 81 —
33758
inavhq
gopass-mcp Claim
Enables AI agents to securely access and manage passwords from a gopass store v…
 — ○ ⏳ — N/A N/A — — —
33759
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
 — ○ — N/A N/A — 81 —
33760
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
 — ○ ⏳ — — — — — —
33761
changjonathanc
voyager-mcp Claim
A Voyager-inspired MCP server that enables coding agents to build and immediate…
 — ○ ⏳ — N/A N/A — — —
33762
akeslo
kubera-mcp Claim
MCP server for Kubera that lets LLMs read and update your portfolio data.
 — ○ ⏳ — — — — — —
33763
opennod
Enables AI agents to discover and interact with business capabilities by readin…
 — ○ ⏳ — — — — — —
33764
kennypeh85
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
 — ○ ⏳ — N/A N/A — — —
33765
YforC
antoskill Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
 — ○ ⏳ — N/A N/A — — —
33766
JigsawStack
Detect Objects using JigsawStack's AI Models.
 — ○ ⏳ — N/A N/A — 95 —
33767
UnbearableDev
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
 — ○ ⏳ — — — — — —
33768
emB99
TickTick MCP Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
 — ○ ⏳ — — — — — —
33769
voyagi
Enables natural language queries, CRUD operations, and analytics on a PostgreSQ…
 — ○ ⏳ — N/A N/A — — —
33770
andrewhomeyer
recall Claim
Gives AI assistants a persistent memory across conversations, allowing them to …
 — ○ ⏳ — N/A N/A — — —
33771
lingy-Mg
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
 — ○ ⏳ — N/A N/A — — —
33772
kadam-official
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
 — ○ ⏳ — N/A N/A — — —
33773
bxxf
Connects a model to OlaOla supplement store data for personalized supplement re…
 — ○ ⏳ — — — — 81 —
33774
syh52
Enables Claude Code to generate, edit, blend, and create variations of images u…
 — ○ ⏳ — — — — — —
33775
cmungall
noctua Claim
— ○ ⏳ — N/A N/A — 95 —
33776
TN0123
one-shot-ui Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
 — ○ ⏳ — N/A N/A — — —
33777
iimsaurav
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
 — ○ ⏳ — — — — — —
33778
desper
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
 — ○ ⏳ — N/A N/A — — —
33779
priyansu12345
A remote MCP server for personal finance management enabling expense tracking, …
 — ○ ⏳ — — — — — —
33780
yan252
MCP server for SAP UI5/OpenUI5 development, enabling creation of UI5 apps, API …
 — ○ ⏳ — N/A N/A — — —
33781
borgi-s
dfxm-geo-mcp Claim
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
 — ○ ⏳ — N/A N/A — — —
33782
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
 — ○ ⏳ — — — — — —
33783
jshph
Enzyme Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
 — ○ ⏳ — N/A N/A — 95 —
33784
lanternrow
MCP server for LinkedIn Company Page analytics, providing follower growth, demo…
 — ○ ⏳ — — — — — —
33785
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
 — ○ ⏳ — N/A N/A — — —
33786
jessesorsa
Omnier Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
 — ○ ⏳ — — — — — —
33787
eduresser
Enables code execution in isolated Docker containers with persistent IPython, N…
 — ○ ⏳ — N/A N/A — — —
33788
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
 — ○ ⏳ — — — — — —
33789
forgemeshlabs
Scans any website to generate an Agent Readiness Report based on the ASO framew…
 — ○ ⏳ — — — — — —
33790
mailgun
Enables AI agents to interact with Mailjet's contact, campaign, segmentation, s…
 — ○ ⏳ — — — — — —
33791
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
 — ○ ⏳ — N/A N/A — 83 —
33792
ucp
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
 — ○ ⏳ — — — — 81 —
33793
NoBanks
mindbody-mcp Claim 1
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
 — ○ ⏳ — — — — 81 —
33794
Matthew-M-King
A local MCP server that parses Robot Framework output.xml files, scores and gro…
 — ○ ⏳ — N/A N/A — — —
33795
ilhamdoanggg
aseprite-mcp Claim 1
MCP server for programmatically creating and editing Aseprite sprites, enabling…
 — ○ ⏳ — N/A N/A — 95 —
33796
addiinnocent
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no acc…
 — ○ ⏳ — N/A N/A — — —
33797
junter1989k-ai
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
 — ○ ⏳ — — — — — —
33798
George3307
aimemory Claim
Gives AI agents persistent memory with semantic search, automatic extraction, a…
 — ○ ⏳ — N/A N/A — — —
33799
turbyho
mem-context Claim
Temporal memory MCP server with LanceDB vector search, weight-decay scoring, an…
 — ○ ⏳ — N/A N/A — — —
33800
ruminaider
Enables SQL query sanitization by rewriting queries at the AST level to prevent…
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