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IBM

1195 indexed repositories · View on GitHub

sarama
Sarama is a Go library for Apache Kafka.

Go · 12520 stars
plex
The package of IBM’s typeface, IBM Plex.

CSS · 11650 stars
mcp-context-forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized di...

Python · 4503 stars
AssetOpsBench
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for...

Python · 2305 stars
fp-go
Functional programming library for Go 1.24+, inspired by fp-ts. Uses generic type aliases for a clean, composable API. Provides Option, E...

Go · 2024 stars
mcp-cli

Python · 2020 stars
Project_CodeNet
This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

Python · 1691 stars
Dromedary
Dromedary: towards helpful, ethical and reliable LLMs.

Python · 1136 stars
MAX-Image-Resolution-Enhancer
Upscale an image by a factor of 4, while generating photo-realistic details.

Python · 1042 stars
differential-privacy-library
Diffprivlib: The IBM Differential Privacy Library

Python · 917 stars
openapi-validator
Configurable and extensible validator/linter for OpenAPI documents

JavaScript · 634 stars
cloud-native-starter
Cloud Native Starter for Java/Jakarta EE based Microservices on Kubernetes and Istio

Shell · 520 stars
aihwkit
IBM Analog Hardware Acceleration Kit

Jupyter Notebook · 512 stars
IBM-Z-zOS
The helpful and handy location for finding and sharing z/OS files, which are not included in the product.

REXX · 466 stars
import-tracker
Python utility for tracking third party dependencies within a library

Python · 461 stars
mobx-react-router
Keep your MobX state in sync with react-router

JavaScript · 437 stars
molformer
Repository for MolFormer

Jupyter Notebook · 413 stars
mcp
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.

405 stars
zshot
Zero and Few shot named entity & relationships recognition

Python · 402 stars
AMLSim
The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a...

Python · 396 stars
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[BUG][OBSERVABILITY]: typed / handled tool refusals (tool_timeout, upstream 4xx) are logged at ERROR by the structured logger — three error events per expected timeout Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/mcp-context-forge#6903 · 1 comment · Opened Sep 20, 2026
[FEATURE]: Add Baizhi Agent Toolkit to the MCP catalog Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

IBM/mcp-context-forge#6902 · Opened Sep 20, 2026
[FEATURE]: Evaluate user-provided regular expressions inside CEL for ReDoS management Open

enhancement python security triage

Difficulty 5/5 Over a week Newbie friendliness 35/100

IBM/mcp-context-forge#6901 · Opened Sep 20, 2026
[CHORE]: Remove the jq sandbox after the CEL expression engine lands Open

chore python triage

Difficulty 5/5 Over a week Newbie friendliness 25/100

IBM/mcp-context-forge#6900 · Opened Sep 20, 2026
[FEATURE]: Replace jq-based JSON pathing with a CEL-based expression engine Open

enhancement python security triage

Difficulty 5/5 Over a week Newbie friendliness 35/100

IBM/mcp-context-forge#6899 · Opened Sep 20, 2026
🔒 [IBM OSPO Security Notification] — IBM/ai-privacy-toolkit Open

security

Difficulty 3/5 1-2 days Newbie friendliness 55/100

IBM/ai-privacy-toolkit#101 · Opened Sep 20, 2026
🔒 [IBM OSPO Security Notification] — IBM/watsonx-ai-provider Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

IBM/watsonx-ai-provider#12 · Opened Sep 20, 2026
Optional AgentCert / agent-trust verification — would a plugin be welcome? Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

IBM/mcp-context-forge#6898 · Opened Sep 19, 2026
[TESTING]: Move vault plugin E2E off its bespoke subprocess stack onto the live_gateway construction Open

a2a devops testing triage

Difficulty 5/5 Over a week Newbie friendliness 45/100

IBM/mcp-context-forge#6896 · Opened Sep 19, 2026
[TESTING]: Eliminate pytest warnings from test conditions; remove dead and redundant auth tests Open

testing triage

Difficulty 5/5 Over a week Newbie friendliness 45/100

IBM/mcp-context-forge#6894 · Opened Sep 19, 2026
[FEATURE]: Refactor get_current_user into ordered authentication strategies Open

enhancement python security triage

Difficulty 5/5 Over a week Newbie friendliness 35/100

IBM/mcp-context-forge#6893 · Opened Sep 19, 2026
Adopt GitHub Issue Types in issue templates Open

chore

Difficulty 4/5 3-5 days Newbie friendliness 67/100

IBM/mcp-context-forge#6891 · Opened Sep 19, 2026
[EXEMPT REQUEST] ToolWeave Open

exempt-request

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/security-ops-bot#10 · 2 comments · Opened Sep 19, 2026
[BUG]: Streamable HTTP affinity forward failure falls through to local handling, answering with an uncorrelatable `id="server-error"` "Session not found" Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

IBM/mcp-context-forge#6889 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/eventstreams-node-sdk Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

IBM/eventstreams-node-sdk#113 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/ToolWeave Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

IBM/ToolWeave#3 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/ibm-watsonxdata-mcp-server Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

IBM/ibm-watsonxdata-mcp-server#56 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/ibmi-mcp-server Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

IBM/ibmi-mcp-server#186 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/oic-i-agentic-ai-tutorials Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 15/100

IBM/oic-i-agentic-ai-tutorials#673 · 1 comment · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/OpenJCEPlus Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

IBM/OpenJCEPlus#1822 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/processmining Open

security

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/processmining#29 · 1 comment · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/secrets-manager-node-sdk Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 65/100

IBM/secrets-manager-node-sdk#418 · Opened Sep 19, 2026
🔒 [IBM OSPO Security Notification] — IBM/ibmcloud-volume-interface Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 65/100

IBM/ibmcloud-volume-interface#71 · Opened Sep 19, 2026
[BUG]: Streamable HTTP gateway test drops unsaved custom auth context and uses generic GET Open

Difficulty 4/5 3-5 days Newbie friendliness 65/100

IBM/mcp-context-forge#6886 · Opened Sep 18, 2026
[CHORE]: Fix docstring coverage and test gaps in control_telemetry plugin (follow-up to #6806) Open

chore triage

Difficulty 3/5 1-2 days Newbie friendliness 70/100

IBM/mcp-context-forge#6885 · 1 comment · Opened Sep 18, 2026
OpenSSL SLH-DSA Signature Support Open

IBM/OpenJCEPlus#1810 · 1 assignee · Opened Sep 18, 2026
[BUG][PERFORMANCE]: request path runs synchronous SQLAlchemy/psycopg round-trips on the event loop (observability middleware, structured logger, RBAC, server-id validation, token scoping) — 59 driver calls / ~1.1 s of loop hold per tools/call at a 13 ms DB RTT Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

IBM/mcp-context-forge#6883 · Opened Sep 18, 2026
OpenSSL XDH KeyAgreement/KeyFactory/KeyPairGenerator Open

IBM/OpenJCEPlus#1809 · 1 assignee · Opened Sep 18, 2026
[FEATURE]: System performance KPI metrics — avg and P99 response time, error rate Open

enhancement observability

Difficulty 5/5 Over a week Newbie friendliness 42/100

IBM/mcp-context-forge#6880 · Opened Sep 18, 2026
[BUG]: Scrolling and triggering pagination in Edit Server modal for a Virtual Server changes selection state Open

bug triage

Difficulty 3/5 1-2 days Newbie friendliness 58/100

IBM/mcp-context-forge#6878 · Opened Sep 18, 2026
bug(agent): remote-execution does not cover gotchas for using packages.fromPyPI and packages.fromSource to install packages on the remote RayCluster Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 55/100

IBM/ado#1445 · 1 comment · Opened Sep 18, 2026
[BUG]: Handshake can validate with the wrong stored gateway credential Open

bug triage

IBM/mcp-context-forge#6876 · 1 assignee · Opened Sep 18, 2026
Reduce accuracy in Duration for har files to 3 digits Open

enhancement

IBM/javacore-analyser#446 · 1 assignee · Opened Sep 18, 2026
🔒 [IBM OSPO Security Notification] — IBM/chuk-mcp-linkedin Open

security

Difficulty 4/5 3-5 days Newbie friendliness 35/100

IBM/chuk-mcp-linkedin#14 · 2 comments · Opened Sep 18, 2026
🔒 [IBM OSPO Security Notification] — IBM/power-device-plugin Open

security

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

IBM/power-device-plugin#269 · Opened Sep 18, 2026
[BUG]: APP_ROOT_PATH ignored by login font assets and Virtual Server View/export URLs Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

IBM/mcp-context-forge#6871 · Opened Sep 18, 2026
🔒 [IBM OSPO Security Notification] — IBM/tensorlakehouse Open

security

Difficulty 3/5 1-2 days Newbie friendliness 55/100

IBM/tensorlakehouse#139 · 1 comment · Opened Sep 18, 2026
Secret integration-admin-initial-temporary-credentials not found Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

IBM/cloud-pak-deployer#1183 · Opened Sep 17, 2026
cp-fs-cluster-components fails Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

IBM/cloud-pak-deployer#1182 · Opened Sep 17, 2026
Tolerate RawKeySpec from Sun - J17 Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/OpenJCEPlus#1807 · Opened Sep 17, 2026
[CHORE]: Follow-up test and doc hygiene from PR #6004 Open

chore triage

Difficulty 3/5 1-2 days Newbie friendliness 76/100

IBM/mcp-context-forge#6870 · 1 comment · Opened Sep 17, 2026
inference with model terramind_v1_small_generate gives bad outputs Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/terramind#49 · 2 comments · Opened Sep 17, 2026
[BUG]: Async gateway creation omits audit trail entry Open

bug triage

Difficulty 4/5 3-5 days Newbie friendliness 68/100

IBM/mcp-context-forge#6869 · Opened Sep 17, 2026
fix: Cross validation overwrites existing files with the same name silently Open

bug

IBM/smith#72 · 1 assignee · Opened Sep 17, 2026
Docs: include intersphinx objects.inv file Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

IBM/ibm-cos-sdk-python#80 · 1 comment · Opened Sep 17, 2026
[BUG][PERFORMANCE]: leader health sweep runs synchronous DB round-trips (last_seen write, refresh catalog sync) on the event loop — 45 upstreams stall in-flight requests 5–12 s per minute Open

Difficulty 4/5 3-5 days Newbie friendliness 64/100

IBM/mcp-context-forge#6866 · Opened Sep 17, 2026
Local copybook resolution is 7.7x slower in verion 6.6.1 and above Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

IBM/zopeneditor-about#655 · Opened Sep 17, 2026
[TESTING]: Activate legacy-to-modern MCP conformance in CI Open

1.5-Phase-3 testing triage

IBM/mcp-context-forge#6865 · 1 assignee · Opened Sep 17, 2026
[TESTING]: Activate modern-to-legacy MCP conformance in CI Open

1.5-Phase-3 testing triage

IBM/mcp-context-forge#6864 · 1 assignee · Opened Sep 17, 2026
[TESTING]: Activate modern-to-modern MCP conformance in CI Open

1.5-Phase-2 testing triage

IBM/mcp-context-forge#6863 · 1 assignee · Opened Sep 17, 2026

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