MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61101
Marcwarn
This MCP server provides critical evidence assessment for organization-design, …
61102
aparsoft
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
N/A N/A
61103
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
61104
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
61105
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
61106
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
61107
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
61108
zhitongblog
SoloMD Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
N/A N/A
61109
dolphinquant
echolon Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
N/A N/A
61110
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
61111
Citadel-Cloud-Management
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
N/A N/A
61112
nirutyodjai
Enables Git repository operations and real-time monitoring via MCP tools, with …
N/A N/A
61113
BNLNPPS
ask-panda Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
61114
samalyxx
GSC SEO MCP Claim
Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
N/A N/A
61115
fastmcp-me
Provides a user-defined list of llms.txt files and a fetch_docs tool to read do…
61116
vfh-tech
Enables AI agents to read, write, and manage Google Sheets using the Google She…
61117
QuarantikiIsland420
ManifestYOU Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
61118
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
61119
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
N/A N/A
61120
kallusuvaidyam
Manage your Frappe benches and sites directly from Claude.ai through natural la…
N/A N/A
61121 N/A N/A 95
61122
jeel00dev
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
N/A N/A
61123
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
61124
pipeworx-io
Enables searching and querying Charleston County, South Carolina open geospatia…
61125
showkeyjar
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
N/A N/A
61126
ALWcreations
Geobed Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
N/A N/A 95
61127
RevelDigital
Enables AI assistants to manage digital signage infrastructure through the Reve…
61128
AiAgentKarl
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
N/A N/A
61129
CoWork-Human-Agent-Protocol
Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools imple…
N/A N/A
61130
qsopht
A simple hello world MCP server with a greeting tool, deployable on Railway.
61131
Kreminskaya
MCP server that gives AI agents visual intelligence — search Pinterest, analyze…
N/A N/A
61132
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
61133
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
61134
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
61135
zekovdev
mcp-pdf-utils Claim 1
An MCP server for local PDF manipulation including merging, splitting, rotating…
N/A N/A 95
61136
ahmetem
pbs-mcp Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
61137
Nikeandocean
Enables carbon accounting by matching activities to emission factors via semant…
N/A N/A
61138
NoManNayeem
An unofficial MCP server for Google Docs that lets large language models secure…
N/A N/A
61139
kushalkachari993-dev
A reusable MCP server for Fly.io offering utility tools including weather, web …
61140
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
N/A N/A
61141
lqwangxg
MCP server providing tools for addition, current time, config index updates, a …
N/A N/A
61142
0xruth1ezz
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
N/A N/A
61143
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
N/A N/A 95
61144
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
61145
ZZZ034
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
61146
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
61147
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
61148
h2-papers
PubMed molecular-hydrogen medical literature with delivery-aware safety notes i…
61149
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
61150
marc-shade
Enables persistent task and goal management with AI-powered decomposition, cros…
N/A N/A
Showing 61101–61150 of 61340 servers