MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44551
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
81
44552
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
44553
currencytransfer
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
N/A N/A
44554 N/A N/A 95
44555
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
44556
chopratejas
headroom Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
N/A N/A
44557
mailgent
hivekey Claim 1
MCP server for Hivekey — Identity infrastructure for AI agents
81
44558 N/A N/A 95
44559
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
N/A N/A 95
44560
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
44561 N/A N/A 95
44562
Whatsonyourmind
modelforge Claim
Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…
N/A N/A
44563
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
44564
pedroknigge
Enables Claude to access and manage a persistent, human-readable knowledge grap…
N/A N/A
44565
nickbiird
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
N/A N/A
44566
biothings
Enables integration between MCP-compatible clients and APIs registered in the S…
44567
standardbeagle
slop-mcp Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
44568
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
44569
CSOAI-ORG
fishkeeper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44570
gih2yun
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
44571
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
44572
simplebytes-com
Provides comprehensive domain research tools including RDAP, WHOIS, and DNS loo…
44573
saybil-lab
LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, an…
44574
AlexMi64
Wikivibe MCP Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
44575
Auxin-io
NYC Friend Claim
Get candid, local answers from a New Yorker. Ask about neighborhoods, transit, …
N/A N/A 95
44576
Lee-Becky
mcp_test Claim
N/A N/A 95
44577
finna.aleksandrovna
testap123 Claim
N/A N/A 95
44578
171county
ModWrench Claim
One MCP server for mod platforms and local modding diagnostics. No data kept.
N/A N/A
44579
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
44580
DEmodoriGatsuO
A Model Context Protocol server that connects AI assistants to SharePoint via M…
44581
NeuralNexusNote
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
N/A N/A
44582 N/A N/A 95
44583
rishimohan
Orshot Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
81
44584
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
44585
nozh74
mp Claim
N/A N/A 95
44586
issuecapture
mcp-server Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
N/A N/A 95
44587
leocelis
Tracks conversation health in real time — drift, desync, and causal collapse — …
44588
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
44589
ejmockler
Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
N/A N/A
44590
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
44591
Malnati
Mermaid to assets. Source code to maps. MCP for agents.
N/A N/A
44592
DylanCodyBrown
aimm-mcp Claim
Local MCP server for AI Model Manager that captures SQL data-model metadata and…
N/A N/A
44593
verbart
tradernet Claim
N/A N/A 95
44594 N/A N/A 95
44595
cacack
vyos-mcp Claim 1
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
81
44596
ericluciano
Enables AI assistants to interact with the Pipedrive CRM to manage deals, conta…
81
44597
TweedBeetle
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
N/A N/A
44598
RomainLaffitau
French real estate data platform for AI agents. Identifies property owners like…
44599
XRPL-Utilities
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
N/A N/A
44600
p-w-4-z
calendar-mcp Claim
Provider-agnostic CalDAV calendar MCP server that connects any CalDAV calendar …
N/A N/A
Showing 44551–44600 of 45732 servers
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