MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50601
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
50602
troylar
devsync-mcp Claim
MCP server for AI-merge of team dev configurations, allowing the IDE's LLM to i…
N/A N/A
50603
junter1989k-ai
Pakistan payments for AI agents — Safepay checkout via Safepay. Never holds fun…
50604
muhammedehab35
PilotOps MCP Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
50605
sandipsingha
Enables Snowflake data operations through a Python FastAPI server with Prefect …
50606
lingeerr
symath Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
N/A N/A
50607
Mormolykos
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
N/A N/A
50608
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
50609
Nimieeee
Enables AI assistants to execute computational chemistry and drug discovery wor…
N/A N/A
50610
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
50611
csanad-bc
testmcp Claim
N/A N/A 95
50612
ppl-ai
perplexity-ask Claim
Connector for Perplexity API, to enable real-time, web-wide research.
86
50613
mirasolutions06
AI Ops Agent Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
81
50614
JosephOIbrahim
Comfy Cozy Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
N/A N/A
50615
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
50616
NautilusOSS
UluWalletMCP Claim
Manages Algorand signer records, enforces local signing policy, and signs paylo…
N/A N/A
50617
ritbikbharti
Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analy…
50618
walianitin
DevPilot MCP Claim
An AI-powered development assistant that enables LLMs to securely interact with…
N/A N/A
50619
OrrBin
Enables full access to your personal Telegram account via MCP, allowing reading…
N/A N/A
50620
polygon-io
mcp_polygon) Claim 1
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
81
50621
pipeworx-io
Provides access to City of Onkaparinga's open geospatial data via ArcGIS, enabl…
50622
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
N/A N/A
50623
pkronstrom
MCP Arena Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
N/A N/A
50624
hughmadden
MeuralMCP Claim
Provides MCP tools for coding agents to inspect and control Meural Canvas devic…
N/A N/A
50625
shashaankreddy
Provides documentation lookup and search capabilities for FiveM development, in…
81
50626
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
50627
Retgex
EditX Claim
An MCP server for taking screenshots and editing images with annotations, shape…
N/A N/A
50628
tirthanzh
MCP server providing data on Indonesian toll roads and railway lines, including…
50629
mane-tv2
Enables AI assistants to interact with Argo CD applications, managing clusters,…
50630
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
50631
natkitten
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
50632
justfeltlikerunning
blastradius Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
N/A N/A
50633
krockxz
Enables AI assistants to browse, search, and retrieve source code of 129 Vengea…
N/A N/A
50634
nathanaeljyhlee
MCP server that gives AI agents access to Babson's campus events and student or…
50635
fiatgrowthorg
Enables AI agents to search, compare, and get personalized recommendations for …
50636
sigvardt
MCP server for LinkedIn automation that enables AI agents to perform LinkedIn a…
N/A N/A
50637
felipemarcon-TTI
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
50638
orbit-logistics
mcp-plain Claim
MCP server for the Plain customer support platform. Provides tools for managing…
N/A N/A
50639
randa-mu
Enables AI applications to fetch verifiable randomness from the drand network, …
50640 N/A N/A 95
50641
Almured
Almured Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
50642
NewJerseyStyle
Provides a Model Context Protocol interface to interact with the classic ELIZA …
N/A N/A
50643
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
50644
jjayaprarathbones
REDACTED Claim
Emulates Orbus Infinity and ServiceNow CMDB as two MCP endpoints on a shared sy…
50645
sumitchatterjee13
Enables AI assistants to generate images using ComfyUI by exposing tools for im…
N/A N/A
50646
prmichaelsen
scry Claim
Marker-indexed SQL cache MCP server that indexes in-file @scry.\* markers into …
N/A N/A
50647
smallke
cn-funds-mcp Claim
A China fund & stock data MCP server powered by EastMoney free API, enabling qu…
50648
Mervecaliskann
A simple MCP server that provides repository information (list repos, get repo …
50649
sjgant80-hub
MCP server exposing UK financial adviser calculations (tax, IHT, pensions, port…
N/A N/A
50650
mattjjahn-spec
resume-mcp Claim
A resume MCP server that enables AI agents to search work history by keyword or…
N/A N/A
Showing 50601–50650 of 67226 servers