MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64801
ardev-lab
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
N/A N/A
64802
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
N/A N/A 83
64803
octoparse
Official Octoparse MCP server for template discovery, cloud tasks, and structur…
64804
rajivdatta
powerbi-mcp Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
N/A N/A
64805
needhuman
NeedHuman Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
81
64806
IrisApo13
gget-cryo Claim
Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with…
64807
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
64808
rnd-pro
Maximizes AI agent context window by enabling compact code reading and editing,…
N/A N/A
64809
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
N/A N/A 95
64810
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
64811
nikan
elorus-mcp Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
64812
cbuntingde
A local-first MCP server for generating production-ready React UI components en…
N/A N/A 95
64813
CSOAI-ORG
UK domiciliary care provider compliance — DBS checks, CQC registration, Working…
N/A N/A
64814
john-walkoe
A high-performance MCP server for the USPTO Patent File Wrapper API with contex…
N/A N/A
64815
NARAVINDR321
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
81
64816
red-square-software
keeping-mcp Claim
MCP server for the Keeping time-tracking API
N/A N/A
64817
fieldcure
Korean public data API gateway for discovering and calling data.go.kr APIs from…
N/A N/A
64818
srishtivverma
allai Claim
N/A N/A 95
64819
ezedinff
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
N/A N/A
64820
Rumblingb
Agent wallet and budget management for AI agents
N/A N/A
64821
couchbase
Couchbase Model Context Protocol Server to interact with Couchbase clusters
N/A N/A
64822
CrossDeckHQ
Ask your app anything — revenue, errors, read-cost, growth — and get rendered c…
64823
Galb-collab
A comprehensive MCP server for rekordbox database management with real-time dat…
N/A N/A
64824
bblietz
brs-mcp Claim 1
An MCP server that scaffolds runnable Roku channels from a validated AppSpec, z…
N/A N/A 95
64825
Artemyx-DataScientist
MCP server orchestrating local multi-agent workflows with gated lifecycle, hand…
N/A N/A
64826
AIops-tools
Proxy AIops Claim
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 t…
N/A N/A
64827
pipeworx-io
Nih Reporter Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
64828
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
64829
revelica
Revelica Claim
Product intelligence for AI agents — query a Revelica workspace's ideas, specs,…
64830
Pawansingh3889
sql-steward Claim
The agent never writes SQL: queries compile from a semantic layer you control, …
N/A N/A
64831
@jusik.lee.233
js_smithery-mcp Claim
N/A N/A 95
64832
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
64833
sitharaj88
A comprehensive MCP server for iOS/macOS development that gives AI assistants f…
N/A N/A
64834
junter1989k-ai
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
64835
ShipOrBleed
Mindswap Claim
Local-first AI context and memory server for cross-tool coding continuity.
N/A N/A
64836
VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
N/A N/A 83
64837
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
64838
govping
GovPing Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
81
64839
junter1989k-ai
Japan shipping labels for AI agents: buy Yamato, Sagawa, Japan Post labels and …
64840
AIops-tools
MySQL AIops Claim
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentat…
N/A N/A
64841
nasxub
Extract tables, text, and metadata from PDFs using pdfplumber, enabling structu…
64842
Astatide1337
Orchestrates persistent task graphs and enforces approval policies for MCP-driv…
64843
gbgplc
Verify addresses, email addresses, and phone numbers with confidence scores.
64844
calderbuild
Continuum Claim
An autonomous AI showrunner for serialized vertical micro-drama that generates …
N/A N/A
64845
theepicsaxguy
Indexes codebases into Qdrant for semantic search, enabling AI assistants to fi…
N/A N/A
64846
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
64847
clarvia-project
clarvia Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
N/A N/A 95
64848
A lightweight MCP server for Stata.
N/A N/A 81
64849
thrashy
Enables natural language access to New Relic for monitoring, querying, and mana…
64850
MadLlama25
A production-ready server that connects Claude Desktop to Firewalla network man…
81
Showing 64801–64850 of 67291 servers