MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58151
bkmashiro
weixin-mcp Claim
Enables AI assistants to send and receive WeChat messages through the official …
— ○ ⏳ — N/A N/A — — —
58152
tom275275
Enables natural language control over Google Workspace services including Gmail…
— ○ ⏳ — N/A N/A — — —
58153
manzuxs
dameng-mcp Claim
MCP server for Dameng database that enables querying and managing database obje…
— ○ ⏳ — — — — — —
58154
goldzulu
Enables discovering, fetching, validating, and converting Claude skills from th…
— ○ ⏳ — — — — — —
58155
willcassell
Scorched Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
— ○ ⏳ — N/A N/A — — —
58156
pipeworx-io
MCP server for curated food and dining feeds, providing tools to list, read, an…
— ○ ⏳ — — — — — —
58157
VKirill
Enables AI coding assistants to query and manage multiple MySQL and MariaDB dat…
— ○ ⏳ — — — — — —
58158
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
— ○ ⏳ — N/A N/A — 95 —
58159
gerardjlynn
gnomon Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
— ○ ⏳ — N/A N/A — — —
58160
rev2ret
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
— ○ ⏳ — N/A N/A — — —
58161
Onplana
Onplana Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
— ○ ⏳ — — — — — —
58162
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
— ○ ⏳ — N/A N/A — — —
58163
blanck1945
zyta-mcp Claim
Exposes tools to query the Zyta API for legal data (judicial, jurisprudence, tr…
— ○ ⏳ — N/A N/A — — —
58164
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
58165
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
— ○ ⏳ — — — — — —
58166
vasilistotskas
WebLens Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
— ○ ⏳ — — — — — —
58167
dagucloud
dagu Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
— ○ ⏳ — N/A N/A — 95 —
58168
isaacwars
ARCO MCP Claim
Server for redacting, validating, and auditing ARCO rights requests under Mexic…
— ○ ⏳ — N/A N/A — — —
58169
trendbender
Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
— ○ ⏳ — — — — — —
58170
guilleyalo
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
— ○ ⏳ — — — — — —
58171
OMGhozlan
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
— ○ ⏳ — N/A N/A — — —
58172
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
— ○ ⏳ — — — — — —
58173
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
— ○ ⏳ — N/A N/A — — —
58174
omelet-ai
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
— ○ ⏳ — — — — — —
58175
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
— ○ ⏳ — — — — 81 —
58176
coderifts
An MCP server providing risk-aware API governance tools for AI agents. Agents c…
— ○ ⏳ — — — — — —
58177
arkadiusz-rosiak
Enables AI agents to manage Adobe Experience Manager instances, including OSGi …
— ○ ⏳ — N/A N/A — — —
58178
DDYRich72
UpToCode Claim
Evidence-backed architecture-quality analysis for Python agent applications.
— ○ ⏳ — — — — — —
58179
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
— ○ ⏳ — — — — — —
58180
rioriost
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
— ○ ⏳ — N/A N/A — — —
58181
sandraschi
A high-performance control plane for Ollama-based local LLM sessions with backg…
— ○ ⏳ — N/A N/A — — —
58182
DavidPraise0x
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
— ○ ⏳ — — — — — —
58183
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
— ○ ⏳ — — — — — —
58184
NimbleBrainInc
Enables interaction with Pinecone vector databases for storing and searching em…
— ○ ⏳ — — — — 81 —
58185
mcp Claim 1
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
— ○ — N/A N/A — 81 —
58186
DavidLMS
IPMentor Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
— ○ ⏳ — — — — — —
58187
getxapi
getxapi-mcp Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
— ○ ⏳ — — — — — —
58188
iamanantgupta
Gives AI assistants the power to find verified emails, phone numbers, and rich …
— ○ ⏳ — N/A N/A — — —
58189
Shubham070520
Integrates with Google Docs and Gmail to append content to documents and create…
— ○ ⏳ — N/A N/A — — —
58190
amolchanov
code-search Claim
Enables semantic code search across indexed code folders using vector embedding…
— ○ ⏳ — N/A N/A — — —
58191
Laegend14
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
— ○ ⏳ — N/A N/A — — —
58192
eothL
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
— ○ ⏳ — N/A N/A — — —
58193
amornpan
Provides access to earthquake data from the Thai Meteorological Department (TMD…
— ○ ⏳ — — — — — —
58194
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
— ○ ⏳ — N/A N/A — — —
58195
rsafaya-edrv
uk-aml-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
58196
PROJECT-B-26
web-search Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
— ○ ⏳ — — — — — —
58197
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
— ○ ⏳ — — — — — —
58198
kavingas
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
— ○ ⏳ — — — — — —
58199
alejandro-cedeno-10
Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
— ○ ⏳ — N/A N/A — — —
58200
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
— ○ ⏳ — N/A N/A — — —
Showing 58151–58200 of 69111 servers