MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38551
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
38552
runapi-ai
hailuo-mcp Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
38553
maleshep
Scoop Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
N/A N/A
38554
YehudRaanan
A local Ollama-backed MCP server that gives coding assistants a portable photo-…
N/A N/A
38555
apraba05
Allows coding agents to securely retrieve curated, sealed Slack message bundles…
38556
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
38557
0GiS0
A demonstration MCP server that shows how to use elicitations to ask users for …
N/A N/A
38558
Vossy
FastMCP cloud server enabling AI assistants to manage outbound call campaigns, …
38559
vlsky2603
Bridges AI assistants with the largest curated AI directory, enabling search fo…
38560
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
38561
nikos.workflow
demo-002 Claim
N/A N/A 95
38562
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
38563
chirpephippiorhynchus804
Provides persistent local memory for AI assistants using SQLite and semantic se…
N/A N/A
38564
ansua79
AIHUB-MCP Claim
Enables searching and querying AI Hub datasets, including listing datasets, get…
38565
wangkang1133
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
38566
lybang972314
agentbridge Claim
A unified gateway for AI agent tools that provides a single MCP stdio endpoint …
N/A N/A
38567
leosp-elbey
Enables interaction with the Swipe Saver Pro GHL location for managing contacts…
38568
whybelab
testyb2 Claim
N/A N/A 95
38569
YashvantHange
SuperMemory Claim
MCP-first agent learning: capture failures, validate lessons, retrieve context,…
N/A N/A
38570
ATDev-Inc
UEMCP Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
38571
agenticvault
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
38572
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
38573
Neutrollized
Provides MCP tools for Google Maps services including directions, geocoding, di…
38574
flin-agency
Read-only MCP server for querying Shopify analytics data, including orders, cus…
38575
kasugaiii417
A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
38576
KSym04
limpet Claim
Persistent engineering memory for AI coding agents. Survives refactors, knows w…
N/A N/A
38577
JrJuni
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
N/A N/A
38578
Marcel-MSC
A local MCP server that runs Llama models entirely on your machine. No API keys…
N/A N/A
38579
fefogarcia
MCP server for querying the DodaOne governance framework, enabling users to ret…
N/A N/A
38580
fastmcp-me
FreeCAD MCP Claim
Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…
N/A N/A
38581
liuhaotian2024-prog
gov-mcp Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
N/A N/A
38582
git-fabric
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
81
38583
jonathan-pap
Build Power BI reports with natural language through an MCP server that connect…
N/A N/A
38584
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
N/A N/A
38585
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
38586
runapi-ai
suno-mcp Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
38587
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A 95
38588
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
81
38589
aisystant
MCP server for Digital Twin learner data, providing tools for AI Guide to explo…
81
38590
NeuroviaLabs
pg-mcp Claim
Enables read-only PostgreSQL database access with query, table listing, and sch…
38591
dbsxortime
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
N/A N/A
38592
khairu-aqsara
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
38593
SebastianWild
Dawarich MCP Claim
Enables interaction with Dawarich location history through tools for maps, stat…
38594
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
N/A N/A
38595
trssantos
Decay Memory Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
N/A N/A
38596
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
N/A N/A
38597
RenEra-ai
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
38598
bbalakriz
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
38599
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
N/A N/A
38600
100yenadmin
Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
Showing 38551–38600 of 64698 servers
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