MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32751
Sanjeev4523
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
N/A N/A
32752
Dev-Herni
Gives AI agents real-time access to system metrics, process management, and con…
N/A N/A
32753
mcp-jira-server Claim 2
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
N/A N/A 81
32754
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
32755
coreyhines
opnsense-mcp Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
32756
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
32757
kaminof3tt
AI-powered MCP server for analyzing UI designs and bug reports from Lanhu and Z…
32758
Dwolla
dwolla-mcp Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
32759
joesoc
An MCP server for managing OpenText Knowledge Discovery content engines, enabli…
32760 N/A N/A 95
32761
JoseCortezz25
cor-mcp Claim
Enables AI assistants to manage COR project management platform resources like …
32762
madfreakz
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
N/A N/A
32763
Dswane
Self-learning operational context layer for AI sports agents. Profile 001: golf.
N/A N/A
32764
ferrousguy
A Model Context Protocol server that helps users migrate subscription businesse…
81
32765
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
N/A N/A 81
32766
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
32767
belgrano9
Enables querying SNCF train schedules and stations in France using the official…
32768
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
32769
MatiasLaukka
A local MCP server for managing Markdown notes, enabling create, list, read, se…
N/A N/A
32770
mschultheiss83
An MCP server for saving, managing, and enhancing context with pre-processing s…
N/A N/A
32771
mfernandezfunes
MCP Harbor Claim
MCP Harbor is a Node.js application that provides a Model Context Protocol (MCP…
32772
calypso-so
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
N/A N/A
32773
pauloFroes
MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM ag…
N/A N/A
32774
scchearn
hcom-mcp Claim
A control-plane MCP server for launching and supervising hcom-managed agents, r…
N/A N/A
32775
SahilSheikh12299
MCP server that enables intent search over Python call graphs inside Cursor, re…
N/A N/A
32776
egnyte
Official Egnyte MCP Server for AI integration with document search, analysis, a…
N/A N/A 95
32777
ksteele
web-search Claim
N/A N/A 95
32778
farid-trip2
Moving estimates, box rentals, and delivery in BC. Requires Eco Van Move accoun…
32779
chetparker
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
N/A N/A 95
32780
juan-cinto-infracommerce
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
N/A N/A
32781
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A 95
32782
timescale
Enables semantic search of Salesforce case summaries using embeddings, accessib…
32783
jonowhyman
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
32784
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
32785
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
32786
ImRonAI
telnyx-ai Claim
N/A N/A 95
32787
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
32788
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
32789
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
32790
statsreceipt
# 🧾 StatsReceipt Creator Receipt Engine Generate high-impact, aesthetic receipt…
81
32791
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
32792
rezi-io
Rezi MCP Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
32793
nyx-builds
agent-budget Claim
Budget management and cost tracking MCP server for autonomous agents, enabling …
N/A N/A
32794
mdtahmidhossain
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
32795
@juice928
leiga_mcp_smithery Claim
N/A N/A 95
32796
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
32797
lemenkov
mcp-sofa Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
32798
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
32799
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
32800
RPieterse
An MCP server that allows agents to trade through MetaTrader 5 by computing pos…
N/A N/A
Showing 32751–32800 of 62098 servers
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